Vault Index

Auto-maintained by /analyze-vault. One entry per analyzed article. Read this before querying ai/ to identify relevant slugs, then read those files.

機器人學習 / Robotics (125)

• Clippings-130-robotics-world-model-reading-club-01 — A detailed recap of the first San Francisco Robotics World Model Reading Club (March 28, 2026), authored by Junfan Zh…
• Clippings-130-robotics-world-model-reading-club-01san-francisco-20260328-explicit-3d-backbone-unified-wm — A comprehensive recap of the first Robotics World Model Reading Club session in San Francisco (March 2026), covering…
• Clippings-132-robotics-world-model-reading-club-02-jepa-zoo-wams-unified-latent-representationsf0404 — Recap of Reading Club Session 02 (April 2026), featuring a “JEPA Zoo” keynote surveying the family of Joint Embedding…
• Clippings-134-robotics-world-model-reading-club-04-abstract-of-physical-world-for-decision-makingsf0418 — Session 04 of the Robotics World Model Reading Club (April 2026) examined world models as abstractions formalized as…
• Clippings-139-yann-lecun-on-the-path-to-grounded-intelligence-world-models-beyond-next-token-prediction — A structured summary of Yann LeCun’s theoretical framework for why next-token prediction is insufficient for grounded…
• Clippings-141-robotics-world-model-reading-club-06-evo-of-video-world-models-tongzhou-rhodaai-sf0502 — Research review talk by Tongzhou Mu (Rhoda AI) at Reading Club Session 06, providing the most systematic taxonomy of…
• Clippings-250705331-a-careful-examination-of-large-behavior-models-for-multitask-dexterous — This paper from TRI rigorously evaluates Large Behavior Models (LBMs) — multi-task robot manipulation policies built…
• Clippings-250801235-narraguide-an-llm-based-narrative-mobile-robot-for-remote-place-explor — NarraGuide is a prototype mobile robot that integrates location-aware LLM-based narration into a telepresence system,…
• Clippings-260223475-walking-with-robots-video-analysis-of-human-robot-interactions-in-tran — Using video analysis of cleaning robots deployed in a commercial airport, this paper documents how technically profic…
• Clippings-3d-4d-world-modeling-survey-2509.07996 — A 50-page survey from NUS, Zhejiang University, and Horizon Robotics (Sept 2025, v3 Dec 2025) that fills a gap in pri…
• Clippings-a-careful-examination-of-large-behavior-models-for-multitask-dexterous-manipulation — Toyota Research Institute’s systematic empirical study of Large Behavior Models (LBMs) — foundation models for dexter…
• Clippings-advancing-ai-for-the-physical-world-microsoft-research — Microsoft Research announces Rho-alpha (ρα), their first robotics model derived from the Phi series of vision-languag…
• Clippings-agibot-world-colosseo-large-scale-manipulation-platform — EN: AgiBot World Colosseo (IROS 2025 Finalist + IEEE TRO 2026, arXiv:2503.06669) is the largest public robot mani…
• Clippings-ai-powered-3d-vision-system-cambrian-robotics — Cambrian Robotics’ Cambrian Vision is an add-on 3D vision system for industrial/collaborative robots targeting unstru…
• Clippings-aligning-robot-and-human-representations — Current robot learning systems suffer from representation misalignment: the features and abstractions a robot learns…
• Clippings-an-anatomy-of-vision-language-action-models-from-modules-to-milestones-and-chall — A comprehensive IEEE TPAMI survey of Vision-Language-Action (VLA) models structured around three axes: core Modules (…
• Clippings-anyskin-plug-and-play-skin-sensing-for-robotic-touch — AnySkin is a magnetic tactile sensor for robotic end-effectors that decouples the sensing electronics from the replac…
• Clippings-anyteleop-vision-based-dexterous-teleoperation — AnyTeleop is a unified vision-based teleoperation system supporting multiple robot arms, dexterous hands, simulation…
• Clippings-arcap-ar-robot-data-collection-system — ARCap is an AR-based portable data collection system that solves a key failure mode in robot learning data collection…
• Clippings-aws-nvidia-physical-ai-simulation-real-world — AWS and NVIDIA jointly describe a dual-path architecture for productionizing Physical AI: NVIDIA Isaac Sim for simula…
• Clippings-beyond-the-hype-how-i-see-world-models-evolving-in-2025-nemos-blog — Siqiao Huang (Nemo), an embodied AI researcher, shares a grounded assessment of world model research in late 2025 — a…
• Clippings-blog-rodney-brooks — Rodney Brooks publishes his eighth annual update tracking predictions he made on January 1, 2018 about self-driving c…
• Clippings-bridgedata-v2-dataset-robot-learning-at-scale — EN: BridgeData V2 (CoRL 2023, arXiv:2308.12952) is the foundational large-scale teleoperation dataset from UC Ber…
• Clippings-building-your-first-robot-in-isaac-sim-getting-started-with-isaac-sim — NVIDIA Isaac Sim getting-started module introducing beginners to building, controlling, and sensing with a simulated…
• Clippings-bytedexter-hand-keyvector-retargeting — ByteDance Seed Robotics presents a Keyvector-based retargeting framework for dexterous teleoperation of the 20-DoF By…
• Clippings-comparing-robotics-visualization-tools-rviz-foxglove-rerun-reductstore — A detailed comparison of three robotics visualization tools — RViz, Foxglove, and Rerun — across pricing, platform su…
• Clippings-compliant-residual-dagger-improving-real-world-contact-rich-manipulation-with-hu — CR-DAgger addresses two core DAgger challenges — collecting informative human corrections and updating policies effic…
• Clippings-cross-embodiment-robot-manipulation-skill-transfer-using-latent-space-alignment — This paper presents a method for transferring RL manipulation policies between robots with different morphologies (di…
• Clippings-d4rt-efficiently-reconstructing-dynamic-scenes — D4RT (Dense Depth, Dynamic 3D point tracking, and camera pose from a feedforward tRansformer) addresses the fragmente…
• Clippings-data-scaling-laws-imitation-learning-robotic-manipulation — This paper (Tsinghua / Shanghai Qi Zhi, ICLR 2025 Oral) conducts the first systematic empirical study of data scaling…
• Clippings-datalab-output-2510.10903v1.pdf — A comprehensive survey (arXiv 2510.10903) covering the full landscape of robot manipulation — from classical non-lear…
• Clippings-deploying-open-source-vision-language-models-vlm-on-jetson — Step-by-step tutorial for deploying NVIDIA Cosmos Reason 2B (a vision-language model) on NVIDIA Jetson devices (AGX T…
• Clippings-dexcap-scalable-and-portable-mocap-data-collection-system-for-dexterous-manipulation — DexCap is a portable wearable motion capture system for collecting dexterous hand manipulation data without teleopera…
• Clippings-dexterous-embodied-robotic-manipulation-survey — This July 2025 survey traces the full arc of robotic manipulation — from mechanical programming through learned contr…
• Clippings-dexterous-manipulation-imitation-learning-survey — This April 2025 survey synthesizes research on imitation learning for dexterous robotic manipulation, covering the fu…
• Clippings-dexwild-dexterous-human-interactions-for-in-the-wild-robot-policies — DexWild (CMU) enables scalable collection of dexterous robot training data by using humans with a low-cost wearable d…
• Clippings-docker-ros2-开发环境搭建指南-小强的博客 — Guide for setting up ROS2 development environments using Docker, covering official ROS image resources, the distincti…
• Clippings-doglove-dexterous-manipulation-with-a-low-cost-open-source-haptic-force-feedback — DOGlove (Tsinghua/Shanghai AI Lab) is a <$600 open-source wearable glove with 21-DoF motion capture and 5-DoF haptic…
• Clippings-droid-large-scale-in-the-wild-robot-manipulation-dataset — EN: DROID (RSS 2024, arXiv:2403.12945) is the canonical large-scale in-the-wild teleoperation dataset for robot m…
• Clippings-dust3r-geometric-3d-vision-made-easy — DUSt3R proposes a unified, calibration-free approach to 3D scene reconstruction by recasting pairwise reconstruction…
• Clippings-easily-record-and-store-robotic-application-data-with-the-s3-rosbag-cloud-extens — AWS RoboMaker open-sourced cloud extensions that provide ROS nodes for recording and uploading robot data as rosbags…
• Clippings-egomimic-scaling-imitation-learning-egocentric-video — EgoMimic scales imitation learning by treating human egocentric video + 3D hand tracking as equivalent demonstration…
• Clippings-feasibility-aware-imitation-learning-from-observations-fabco — FABCO (Feasibility-Aware Behavior Cloning from Observation) addresses a fundamental mismatch in robot imitation learn…
• Clippings-feel-robot-feels-tactile-feedback-array-glove-dexterous-manipulation — TAG (Tactile feedback Array Glove) is a sub-$500 teleoperation glove combining 21-DoF magnetic joint tracking (±0.35°…
• Clippings-from-human-videos-to-robot-manipulation-scalable-vla-survey — A 2026 survey examining how to leverage the vast supply of human video data to train VLA models for robot manipulatio…
• Clippings-from-the-evolution-of-rosbag-to-the-future-of-ai-tooling-rerun — Jeremy Leibs, a former Willow Garage engineer who helped design rosbag, traces the format’s evolution from V1.1 throu…
• Clippings-geometry-aware-4d-video-generation-robot-manipulation — This paper proposes a 4D video generation framework that produces spatially and temporally consistent multi-view RGB-…
• Clippings-glovity-learning-dexterous-contact-rich-manipulation-via-spatial-wrench-feedback — Glovity is an open-source, sub-$300 wearable teleoperation system that provides spatial wrench feedback (force/torque…
• Clippings-gr-dexter-bimanual-dexterous-vla — GR-Dexter is ByteDance Research’s integrated framework for training a 4B Mixture-of-Transformer VLA to control bimanu…
• Clippings-gwm-gaussian-world-models-robotic-manipulation — GWM (ICCV 2025) is the first world model to use 3D Gaussian Splatting as its internal scene representation. A DiT in…
• Clippings-himacon-ruizhe-liu-academic-research — HiMaCon (Ruizhe Liu et al.) presents a self-supervised framework for learning hierarchical manipulation concepts — re…
• Clippings-hoi-a-multimodal-dataset-for-force-grounded-cross-view-articulated-manipulation — Hoi! (ETH Zurich, TU Munich, University of Freiburg) is a multimodal dataset of 3048 sequences across 381 articulated…
• Clippings-hommi — HoMMI (Whole-Body Mobile Manipulation Interface) is a data collection and policy learning framework from Stanford + T…
• Clippings-hommi-learning-whole-body-mobile-manipulation-from-human-demonstrations — HoMMI proposes a data collection and policy learning framework for whole-body mobile manipulation using robot-free hu…
• Clippings-how-do-we-research-hri-age-of-llms-systematic-review — A PRISMA-compliant systematic review of 86 papers (2021–2025) on how LLMs are transforming Human-Robot Interaction. T…
• Clippings-how-do-we-research-hri-age-of-llms-systematic-review-arxiv-2602.15063 — This PRISMA 2020 systematic review synthesizes 86 peer-reviewed articles on LLM-driven HRI (2019–2025), proposing the…
• Clippings-how-to-train-your-robots-demonstration-modality — This ICRA 2025 paper from Stanford (Li, Cui, Sadigh) systematically compares three robot demonstration modalities — k…
• Clippings-httpspeopledisimunivaqitcostanzomanesedu-stuffrobotics-modelling20planning20and2 — Siciliano, Sciavicco, Villani, and Oriolo’s graduate textbook on robot modelling, planning and control (Springer, 200…
• Clippings-human-policy — Qiu et al. (2025, arXiv:2503.13441) address the data bottleneck in humanoid robot learning by using egocentric human…
• Clippings-humanoid-policy-human-policy-ph2d-hat — This paper treats egocentric human demonstrations as cross-embodiment robot training data, bypassing the need for rob…
• Clippings-humanoid-teleop-with-full-body-tracking-using-the-meta-quest-3-and-isaacsim-simu — A detailed technical blog post documenting the construction of a low-cost ($500 Meta Quest 3) wireless VR teleoperati…
• Clippings-interactive-imitation-learning-dexterous-manipulation — This May 2025 survey addresses covariate shift — the distribution mismatch between training demonstrations and deploy…
• Clippings-large-behavior-models-and-atlas-find-new-footing-boston-dynamics — Boston Dynamics and Toyota Research Institute (TRI) joint blog post on Large Behavior Models (LBMs) for the Atlas hum…
• Clippings-learn-robotics-online-with-these-9-websites-learn-robotics — A curated guide to 9 online platforms for learning robotics, with practical advice on which programming language to s…
• Clippings-learning-dexterous-manipulation-skills-from-imperfect-simulations — Hsieh et al. (UC Berkeley, arXiv:2512.02011) present DexScrew, a sim-to-real framework for contact-rich dexterous man…
• Clippings-learning-the-signatures-of-the-human-grasp-using-a-scalable-tactile-glove — This MIT/Nature 2019 paper introduces the Scalable Tactile Glove (STAG) — 548 piezoresistive sensors knitted into a g…
• Clippings-lerobot-imitation-learning-field-report-ml6 — ML6’s hands-on field report is the most practically grounded LeRobot evaluation available. They ran ACT and GR00T-N1…
• Clippings-lerobot-open-source-robot-learning-library-arxiv — The LeRobot paper formalizes the library’s four-pillar architecture: unified robot API, standardized LeRobotDataset f…
• Clippings-lerobot-smolvla-lightweight-foundation-model — SmolVLA is Hugging Face’s answer to the “too small to pretrain, too large to ignore” problem. At 450M parameters it s…
• Clippings-lerobot-v040-release-supercharging-oss-robot-learning — LeRobot v0.4.0 is the most significant release since launch. It delivers three structural upgrades: (1) Datasets v3.0…
• Clippings-llm-vlm-controlled-robotics-vulnerability — A 2024 empirical study demonstrating that LLM/VLM-controlled robotic systems are fragile to simple input perturbation…
• Clippings-mimicgen-data-generation-scalable-robot-learning — MimicGen is a data generation system that amplifies a small number of human demonstrations (~10–200) into over 50,000…
• Clippings-mit-rialto-real-to-sim-to-real-home-robots — MIT CSAIL’s RialTo system inverts the traditional sim-to-real pipeline: instead of building a simulator first, it sca…
• Clippings-multimodal-perception-hri-survey — A 20-year survey (2004-2024) of Multimodal Perception-Driven Decision-Making (MPDDM) frameworks for HRI, covering how…
• Clippings-my-problems-with-ros-2 — A hobbyist roboticist building an AUV describes why he abandoned ROS 2 and built his own system on NATS + protobuf. T…
• Clippings-my-problems-with-ros-2-and-why-im-going-my-own-way-and-salty-about-it — A hobbyist roboticist building an AUV (robotic submarine) tried ROS 2 and bounced off it, ultimately building his own…
• Clippings-my-problems-with-ros-2-and-why-im-going-my-own-way-and-salty-about-it-1 — A hobbyist robotics builder tried ROS 2 for an AUV (autonomous underwater vehicle) project and ultimately abandoned i…
• Clippings-nvidia-automate-sim-to-real-assembly-skills — USC + NVIDIA present AutoMate: a framework for training robotic assembly policies in simulation that transfer directl…
• Clippings-open-teach-versatile-teleoperation-system — OPEN TEACH is an open-source teleoperation platform built on the Meta Quest 3 VR headset ($500 consumer hardware) ena…
• Clippings-open-television-teleoperation-immersive-visual-feedback — Open-TeleVision is an immersive teleoperation system for humanoid robots that streams stereoscopic video from robot-m…
• Clippings-osmo-open-source-tactile-glove-for-human-to-robot-skill-transfer — OSMO is an open-source wearable tactile glove with 12 three-axis magnetic tactile sensors across fingertips and palm,…
• Clippings-osmo-open-source-tactile-glove-human-to-robot-skill-transfer — OSMO is a wearable open-source tactile glove with 12 three-axis magnetic sensors on fingertips and palm, designed to…
• Clippings-paprle-plug-and-play-robotic-limb-environment-a-modular-ecosystem-for-robotic-li — PAPRLE (Plug-And-Play Robotic Limb Environment) is a modular teleoperation ecosystem from UIUC that integrates divers…
• Clippings-particleformer-3d-point-cloud-world-model-robot-manipulation — ParticleFormer is a Transformer-based 3D point cloud world model for robotic manipulation with multiple materials (ri…
• Clippings-physically-embodied-gaussian-splatting-a-visually-learnt-and-physically-grounded — Abou-Chakra, Rana, Dayoub, and Suenderhauf (QUT/ANU, CoRL 2024) present a Gaussian-Particle dual representation that…
• Clippings-pi-research-rlt — Physical Intelligence introduces RLT (RL tokens), a method that extracts a compact latent representation from Vision-…
• Clippings-pointworld-scaling-3d-world-models-in-the-wild-robotic-manipulation — PointWorld (NVIDIA/Stanford, 2025) is a large pre-trained 3D world model that represents both scene state and robot a…
• Clippings-pomdar-dexterity-benchmark-anthropomorphic-robotic-hands — POMDAR (ETH Zurich, Katzschmann lab, April 2026) introduces the first standardized dexterity benchmark for anthropomo…
• Clippings-post-by-@klajd_lika-on-x — Klajd Lika explains why locomotion and manipulation are fundamentally different control problems using a physics thou…
• Clippings-post-by-klajd-lika-on-x — This post explains why locomotion and manipulation are fundamentally different control problems, not merely variation…
• Clippings-pure-vla-models-comprehensive-survey-2509-19012 — A September 2025 survey of pure VLA models (vision + language → action, end-to-end) covering 300+ papers. Proposes a…
• Clippings-remembr — EN: ReMEmbR is an NVIDIA system for giving robots long-horizon episodic memory by combining video captioning (VIL…
• Clippings-rewind-language-guided-rewards-teach-robot-policies-without-new-demonstrations — ReWiND (CoRL 2025) is a framework that enables sample-efficient adaptation to new robot manipulation tasks using only…
• Clippings-rh20t-acomprehensive-robotic-dataset-for-learning-diverse-skills-in-one-shot — EN: RH20T is a large-scale robotic manipulation dataset introduced at NeurIPS 2023 workshop, containing 110K+ rob…
• Clippings-robocopilot-human-in-the-loop-imitation-learning — RoboCopilot addresses the covariate shift problem in imitation learning by enabling seamless real-time control switch…
• Clippings-robomind-multi-embodiment-manipulation-dataset — EN: RoboMIND (RSS 2025, arXiv:2412.13877) is the largest multi-embodiment teleoperation dataset collected under a…
• Clippings-robotics-changes-everyday-but-it-is-still-the-same-three-things-wonder-vrushtee — EN: A practitioner’s account of iterating through multiple robot learning approaches with a SO-100 arm. The autho…
• Clippings-robots-need-more-than-vlas-and-world-models — This position paper argues that robot generalization will not come from scaling vision-language-action (VLA) models a…
• Clippings-ros-industrial-industrial-ci-github — industrial_ci is a reusable CI library maintained by the ROS-Industrial consortium. Any ROS/ROS2 package can adopt it…
• Clippings-ros2-minimizing-ros-2-docker-container-size-robotics-stack-exchange — EN: A Robotics Stack Exchange Q&A thread from 2020 addressing the challenge of reducing ROS 2 Docker container si…
• Clippings-safedreamer-safe-reinforcement-learning-world-models — SafeDreamer (ICLR 2024) is the first method to integrate Lagrangian-based constraint satisfaction directly into world…
• Clippings-safety-security-cognitive-risks-world-models — A 2026 risk taxonomy paper arguing that world models — as learned internal simulators for autonomous decision-making…
• Clippings-safevla-safety-alignment-vla-constrained-learning — SafeVLA (NeurIPS 2025 Spotlight) is the VLA-era counterpart to SafeDreamer — both from PKU-Alignment, both based on C…
• Clippings-software-freedom-day-talk-hsbxl-arne-baeyens-website — EN: Arne Baeyens’s Software Freedom Day talk surveys the open source robotics ecosystem, covering both classical…
• Clippings-state-of-vla-research-at-iclr-2026 — Moritz Reuss surveys VLA research at ICLR 2026, covering 164 submissions (up from 9 at ICLR 2025 — an 18x increase)…
• Clippings-state-of-vla-research-iclr-2026 — A practitioner’s field guide to Vision-Language-Action (VLA) model research at ICLR 2026, written by Moritz Reuss. Th…
• Clippings-sunday-ai — EN: Sunday.ai is developing Memo, a home robot designed for autonomous operation without teleoperation-based trai…
• Clippings-taccap-wearable-fbg-tactile-sensor-human-to-robot-skill-transfer — TacCap is a thimble-form-factor wearable tactile sensor using Fiber Bragg Grating (FBG) optical fiber technology, des…
• Clippings-teleoperating-robots-with-virtual-reality — MIT CSAIL researchers present a VR-based teleoperation system using an Oculus Rift headset that lets operators contro…
• Clippings-tesseract-learning-4d-embodied-world-models — TesserAct (UMass/HKUST/Harvard, ICCV 2025) learns 4D embodied world models by extending video generation to predict R…
• Clippings-the-data-layer-tax-for-robot-learning — Rerun’s Nikolaus West analyzes the “data layer tax” — the cumulative cost in iteration speed, engineering time, and G…
• Clippings-the-grasp-taxonomy-of-human-grasp-types — This paper surveys 22 existing human grasp taxonomies from robotics, medicine, and biomechanics literature, extracts…
• Clippings-thread-by-tongzhou-mu — Tongzhou Mu’s taxonomy of how video world models are being integrated into robot control, following the GTC 2026 buzz…
• Clippings-thread-by-tongzhou-mu-1 — Tongzhou Mu’s detailed taxonomy of how video world models are being integrated into robot control, written in the con…
• Clippings-thread-by-tongzhou_mu — Tongzhou Mu (PhD student, CMU/UCSD) maps the landscape of video world models for robotics post-GTC 2026 into two domi…
• Clippings-touch-in-the-wild-learning-fine-grained-manipulation-with-a-portable-visuo-tacti — Huang, Wang, Yang, Luo, and Li (CoRL 2024) present 3D-ViTac: a portable, lightweight gripper with integrated tactile…
• Clippings-tracking-dexterous-hands-a-practitioners-guide-to-motion-capture-for-robot-learning — GI Labs’ practitioner’s survey of motion capture systems for dexterous robotic manipulation data collection, covering…
• Clippings-uncertainty-aware-robotic-world-model-offline-rl — RWM-U (ETH Zurich, 2025) extends autoregressive robotic world models with ensemble-based epistemic uncertainty estima…
• Clippings-universal-manipulation-interface-in-the-wild-robot-teaching — UMI is a hand-held gripper interface ($73 BoM, GoPro camera) that collects human manipulation demonstrations directly…
• Clippings-visual-sim-to-real-at-scale-for-humanoid-loco-manipulation — VIRAL (arXiv:2511.15200) presents a visual sim-to-real framework for training humanoid loco-manipulation policies ent…
• Clippings-vla-0-building-state-of-the-art-vlas-with-zero-modification — VLA-0 (arXiv:2510.13054, NVIDIA) investigates the simplest possible approach to building Vision-Language-Action model…
• Clippings-vln-human-robot-collaboration-survey — A survey of ~200 papers on Vision-and-Language Navigation (VLN) as a framework for human-robot collaboration. Identif…
• Clippings-why-your-robotics-startup-needs-cicd-from-day-one-robotair — Ragesh Ramachandran argues that CI/CD is not a luxury for robotics startups but a foundational requirement from day o…
• Clippings-world-vla-loop-closed-loop-learning-of-video-world-model-and-vla-policy — World-VLA-Loop proposes a closed-loop framework for jointly refining video world models and Vision-Language-Action (V…
• Clippings-机械和机器人行业中的digital-twins — Thomas Strigl (CEO of realvirtual.io) shares his vision for digital twins in the machinery and robotics industry usin…

AI / LLM (145)

• Clippings-18-claude-settings-that-change-everything-14-are-hidden-3-clicks-deep-4-arent-in-any-docs — A practical audit of 18 high-impact Claude configuration settings across three surfaces: Claude.ai (8 settings), Clau…
• Clippings-2025-llm-year-in-review — A translated and annotated summary of Simon Willison’s “2025: The Year in LLMs,” covering the three defining themes o…
• Clippings-2025-llm-year-in-review-karpathy — Andrej Karpathy’s 2025 LLM year-in-review identifies six paradigm shifts: RLVR unlocking reasoning at scale, LLMs as…
• Clippings-2025-the-year-in-llms — Simon Willison’s comprehensive third annual LLM review covers the defining trends of 2025: reasoning models powered b…
• Clippings-2025-大语言模型年度回顾 — This is a Chinese translation and commentary of Simon Willison’s “2025: The Year in LLMs,” covering the major paradig…
• Clippings-260205128-reporting-and-reviewing-llm-integrated-systems-in-hci-challenges-and-c — Through interviews with 18 authors of LLM-integrated HCI papers, this study investigates how researchers navigate the…
• Clippings-260402029-the-latent-space-foundation-evolution-mechanism-ability-and-outlook — This survey provides a unified landscape of latent space as a computational substrate for language-based models, argu…
• Clippings-300-powerful-claude-prompts-that-replace-hours-of-manual-work — A curated collection of 300 production-ready Claude prompts organized across 6 categories: Coding & Debugging (50), B…
• Clippings-6-prompt-techniques — A practitioner’s guide to 6 prompt techniques (心法, “mental methods”) for more effective AI conversations, written by…
• Clippings-9-books-every-ai-engineer-should-read-to-go-fully-professional — Joe Njenga recommends 9 books for AI engineers wanting to reach professional-level competence, arguing that books con…
• Clippings-Top-AI-Papers-of-the-Week-20260329 — DAIR.AI’s weekly digest of top AI papers for March 23–29, 2026. The ten papers span self-improving agents (Hyperagent…
• Clippings-a-note-to-my-subscribers-a-major-shift-in-my-research-direction — Susan STEM announces a pivot from theoretical “Entropy Control Theory” research to building language protocol systems…
• Clippings-ai-agents-101 — A production-oriented guide to building AI agents from someone who spent 3 years at Meta building systems that proces…
• Clippings-ai-agents-hype-explained-what-you-really-need-to-know-to-get-started — Marc Nehme (10+ years AI implementation at IBM/industry) demystifies AI agents for practitioners entering the space:…
• Clippings-ai-ethics-for-the-everyday-user-why-should-you-care — A PhD candidate in technological education argues that AI ethics discourse is too cloistered in academic and technica…
• Clippings-ai-innovations-and-insights-20-htmlrag-aflow-chunkrag-and-markitdown — A survey of four RAG-adjacent research contributions: HtmlRAG (use raw HTML in RAG to preserve document structure), A…
• Clippings-ai-复兴-rss-少数派 — 少數派作者「潦草學者」回顧 RSS 的興衰史：從 Web 1.0 的資訊聚合協議，到 Google Reader 關停（2013）引發的沒落，再到今日算法推薦主導的資訊消費。核心論點：RSS 是一種需要高度信息組織能力和自制力的工具，…
• Clippings-ali-abdaal-給-20-歲年輕人的黃金建議有聲書如何成為知識投資的最佳選擇-cash-wu-geek — 台灣作者 Cash Wu 整理 Ali Abdaal 對 20 歲年輕人的有聲書建議：每週聽一本有聲書作為「知識韌體更新」，並介紹 GPS 框架（目標-計劃-系統）與探索/利用式雙模閱讀策略。核心論點：書籍的知識密度遠高於其他媒體形式…
• Clippings-an-introduction-to-fabric-the-best-ai-tool-youve-never-heard-of-by-thomas-reid-m — An introduction to Fabric, an open-source MIT-licensed framework by Daniel Miessler for applying reusable AI prompt ”…
• Clippings-auto-grading-decade-old-hacker-news-discussions-with-hindsight-karpathy — Andrej Karpathy built a “vibe-coded” project using Claude Opus 4.5 that fetches December 2015 Hacker News frontpages,…
• Clippings-best-ai-agent-frameworks-in-2025-comparing-langgraph-dspy-crewai-agno-and-more — LangWatch author Rogerio Chaves evaluates 8 AI agent frameworks by implementing the same customer support agent in ea…
• Clippings-building-17-agentic-ai-patterns-and-their-role-in-large-scale-ai-systems-by-fare — Fareed Khan’s Medium article cataloguing 17 high-level agentic AI architectures used in large-scale systems. The arti…
• Clippings-building-effective-agents-anthropic — Anthropic’s canonical guide to building effective LLM agents, distilled from working with dozens of production teams…
• Clippings-building-successful-ai-apps-the-dos-and-donts — A Towards Data Science editorial roundup (January 2025) pointing to six articles on building AI applications. Key the…
• Clippings-claude-code-best-practices-anthropic — Anthropic’s landing page and overview for Claude Code (as of March 2026), documenting its full capability surface: CL…
• Clippings-claude-code-jailbreak-immortality — A second analysis of the Claude Code source code leak (same event as the YukerX thread), focused on harness engineeri…
• Clippings-claude-code-plugin-guide — A practical Chinese-language guide to Claude Code’s Plugin system, arguing that most users only use 10% of Claude Cod…
• Clippings-claude-code-source-code-deep-dive — A deep-dive analysis of Claude Code’s accidentally leaked 512,000-line TypeScript source code. The author frames Clau…
• Clippings-claude-code-实战指南从0到1解锁plug-in系统打造专属你的超级平台附完整步骤 — A Chinese-language deep-dive into Claude Code’s Plugin system, framing Claude Code not as a tool but as a platform (a…
• Clippings-claude-obsidian-a-true-ai-employee — A practical guide to building a persistent AI assistant using Obsidian as a knowledge base, Claude Cowork as the inte…
• Clippings-claude-obsidian-have-to-be-illegal — A detailed guide combining Claude Code with Obsidian using the “LLM Wiki” pattern (attributed to Karpathy’s prompt)…
• Clippings-claude-skills-autoresearch-method — A Chinese translation and adaptation of Ole Lehmann’s guide on applying Karpathy’s autoresearch method to Claude skil…
• Clippings-coding-the-brain-of-an-llm-to-see-how-it-thinks — A hands-on tutorial that trains a small one-layer transformer with a sparse autoencoder (SAE) to study which neurons…
• Clippings-contemplative-reasoning-response-style-for-llms-like-claude-and-gpt-4o-github — A viral GitHub gist (~1,364 stars) providing a system prompt that instructs LLMs to engage in extended stream-of-cons…
• Clippings-deepseek-r1-beats-openais-o1-revealing-all-its-training-secrets-out-in-the-open — A deep dive into DeepSeek-R1’s training methodology, explaining how the open-source model matches or beats OpenAI’s o…
• Clippings-defining-continual-learning — A principled framework for defining continual learning (CL) in LLMs, arguing that most existing approaches (self-dist…
• Clippings-evaluating-large-language-model-llm-systems-metrics-challenges-and-best-practice — Microsoft Data Science team article covering the full LLM system evaluation lifecycle: the difference between evaluat…
• Clippings-everyone-using-ai-12-months-3-moats — The author argues that 90% of people using AI follow the same pattern (prompt → accept → ship) and produce indistingu…
• Clippings-forget-saving-one-hour-these-10-ai-tools-offer-a-100x-increase-in-productivity-b — Listicle article covering 10 AI tools for productivity, leading with DeepSeek R1 + internet access as a low-cost reas…
• Clippings-fundamentals-of-mlops-part-1-a-gentle-introduction-to-mlops — An introductory article on MLOps as the intersection of Machine Learning, DevOps, and Data Engineering, tracing its r…
• Clippings-harnesses-are-everything-heres-how-to-optimize-yours — A technical guide to harness engineering for coding agents, covering three actionable optimizations: keeping .md conf…
• Clippings-how-genai-tools-have-changed-my-work-as-a-data-scientist — A data scientist’s practical account of integrating GenAI tools into daily work across four use cases: learning, codi…
• Clippings-how-i-use-llms-as-a-staff-engineer-hacker-news — Hacker News discussion on Sean Goedecke’s article about LLM use as a staff engineer. The thread captures the full spe…
• Clippings-how-i-use-llms-as-a-staff-engineer-sean-goedecke — Sean Goedecke (GitHub staff engineer, former Copilot team) provides a concrete breakdown of how he uses LLMs: mostly…
• Clippings-how-much-data-does-chatgpt-need-to-reason-less-than-you-think — Article covering the LIMO (Less-Is-More Reasoning) hypothesis: Large Reasoning Models (LRMs) can learn complex chain-…
• Clippings-how-to-build-agentic-aiagents — Devansh builds on Anthropic’s “Building effective agents” paper to articulate first-principles guidelines for agentic…
• Clippings-how-to-build-an-obsidian-vault-that-runs-your-entire-business-while-you-sleep-full-course — A comprehensive guide to building an automated business operating system on top of Obsidian, using Claude Code (via M…
• Clippings-how-to-cut-your-ai-coding-bill-by-80-full-guide — A detailed breakdown of how one developer cut their monthly AI coding bill from $4,200to$312 by applying context di…
• Clippings-how-to-evaluate-llm-summarization — Isaac Tham’s framework for quantitatively evaluating LLM summaries, improving on DeepEval’s built-in summarization me…
• Clippings-how-to-finally-trust-claude-s-advice-using-karpathy-s-llm-council-method — Claude’s agreeable sycophancy makes it unreliable for high-stakes decisions — it will find reasons to support whateve…
• Clippings-how-to-make-obsidian-beautiful — A practitioner’s walkthrough of an Obsidian vault aesthetic refined over six years, covering theme selection, typogra…
• Clippings-how-to-turn-claude-into-a-full-time-ai-employee-in-7-days-full-course — A structured 7-day playbook for building autonomous AI workflows with Claude, moving from a role definition document…
• Clippings-httpswwwanthropiccomengineeringeffective-context-engineering-for-ai-agents — Anthropic Engineering’s framing of “context engineering” as the natural successor to prompt engineering — from crafti…
• Clippings-i-built-a-qa-bot-for-websites-with-langchain — Short tutorial building a website Q&A chatbot with LangChain in 4 steps: scrape a webpage with WebBaseLoader, embed…
• Clippings-i-stopped-hitting-claude-s-usage-limits-10-things-i-changed — Claude counts tokens, not messages — and the quadratic growth of token costs in long conversations (Total = S × N(N+1…
• Clippings-i-stopped-hitting-claude-s-usage-limits-10-things-i-changed-1 — Claude counts tokens, not messages — and the quadratic growth of token costs in long conversations (Total = S × N(N+1…
• Clippings-im-begging-you-to-write-more-essays — Dan Koe argues that essays — genuine, discovery-oriented long-form writing — are one of the few remaining forms of co…
• Clippings-intentional-not-reflexive-a-managers-thoughts-on-ai-scott-kosman — Scott Kosman (engineering manager) reframes AI adoption for managers: individual contributors use AI for throughput (…
• Clippings-karpathy-2-700 — Karpathy open-sourced autoresearch — an automated experiment loop where an AI agent iterates on a single modifiable…
• Clippings-karpathy-is-showing-one-of-the-simplest-ai-architectures-that-actually-works — JUMPERZ comments on Karpathy’s LLM knowledge base workflow and extrapolates it to multi-agent systems. The core loop…
• Clippings-karpathy-s-4-claude-md-rules-cut-claude-mistakes-from-41-to-11-after-30-codebases-i-added-8-more — Forrest Chang’s 4-rule CLAUDE.md (derived from Karpathy’s January 2026 complaints about Claude’s coding failures) ach…
• Clippings-launching-claude-managed-agents — Claude Managed Agents is Anthropic’s pre-built agent harness running on managed infrastructure, designed to address t…
• Clippings-lesson-1-clarify-your-intention — The author introduces an “Intention Clarifier” Claude skill as the first lesson in her “StructureVerse” framework — a…
• Clippings-lessons-from-building-claude-code-how-we-use-skills — This is an internal guide from Anthropic on how they use Claude Code Skills at scale — hundreds of skills in active u…
• Clippings-lessons-from-building-claude-code-how-we-use-skills-1 — An internal lessons-learned post from Anthropic on how they use Claude Code skills across hundreds of active internal…
• Clippings-llm-knowledge-bases — Andrej Karpathy describes a personal workflow where LLMs act as compilers: raw source documents (articles, papers, re…
• Clippings-llm-wiki — Karpathy proposes replacing RAG-style retrieval with an LLM-maintained persistent wiki: a structured collection of ma…
• Clippings-llmlingua-innovating-llm-efficiency-with-prompt-compression-microsoft-research — Microsoft Research blog post on LLMLingua (EMNLP 2023), a prompt compression method using a small language model (GPT…
• Clippings-machine-learning-the-high-interest-credit-card-of-technical-debt — This seminal 2014 Google paper (D. Sculley et al.) argues that machine learning systems accrue technical debt much fa…
• Clippings-math-needed-for-ai-ml — A structured roadmap covering the three mathematical pillars required for AI/ML: Statistics & Probability (reasoning…
• Clippings-memory-bottleneck-not-just-memory — An analysis of the memory bottleneck problem in AI inference, arguing that three recent seemingly independent events…
• Clippings-memory-layers-are-supercharging-llms-like-never-before — Overview of Meta’s research on Memory Layers — replacements for Feed-Forward Network (FFN) layers in Transformers tha…
• Clippings-my-ai-driven-identity-crisis — Dusty Phillips (author of Python OOP, LazyVim for Ambitious Developers) confronts an identity crisis: his core skill…
• Clippings-my-current-ai-dev-workflow — Peter Steinberger’s production-tested Claude Code workflow after months of iteration: Ghostty terminal as primary env…
• Clippings-my-llm-codegen-workflow-atm-harper-reeds-blog — Harper Reed’s LLM codegen workflow (February 2025): three discrete loops — brainstorm/spec with conversational LLM (C…
• Clippings-obsidian-is-secretly-an-app-platform-and-vibe-coding-unlocks-it-for-everyone — Obsidian is secretly a complete application platform: it’s an Electron app with full HTML/CSS/JavaScript support, a b…
• Clippings-open-source-implementation-of-openais-tasks-feature — Yusuf Sarıgöz’s open-source “open-tasks” project: a Gemini-based agent that replicates OpenAI’s ChatGPT Tasks feature…
• Clippings-openai-anthropic-fde-agent-pmf — Within a single week in May 2026, OpenAI ($4B DeployCo), Anthropic (embedded team at FIS), and Google Cloud (hundreds…
• Clippings-openai-o1-is-this-the-enigmatic-force-that-will-reshape-every-knowledge-sector-w — Abhinav Yasaswi’s first-reaction post to OpenAI o1’s release (September 2024), framed around their graduate course ex…
• Clippings-post-by-@akshay_pachaar-on-x — Akshay Pachaar maps four companies’ bets on harness thickness: Anthropic (thin dumb loop, trust the model), OpenAI (s…
• Clippings-post-by-@joshkale-on-x — Josh Kale describes Andrej Karpathy’s concept of “brain cloning” via LLM: dump all your reading material into a folde…
• Clippings-post-by-@karpathy-on-x — Karpathy argues that requesting HTML output from LLMs is underutilized — the browser renders rich, interactive, visua…
• Clippings-post-by-@servasyy_ai-on-x — A Chinese-language distillation of 12 engineering rules for CLAUDE.md that reduce Claude’s error rate from 41% (no ru…
• Clippings-post-by-@vtrivedy10-on-x — Vivek Trivedy sketches a mental model connecting three ideas: the harness as context window manager (routing “context…
• Clippings-post-by-akshay-pachaar-on-x — A comparison of how Anthropic, OpenAI, CrewAI, and LangChain each architect their agent harnesses, ranging from Anthr…
• Clippings-post-by-devopscube-on-x — A promotional post from DevOpsCube pointing to their guide on Apache Airflow running on Kubernetes, covering DAGs, ex…
• Clippings-post-by-farzatv-on-x — Farza fed 2,500 personal diary entries, Apple Notes, and iMessages to an LLM, which generated 400 backlinked Wikipedi…
• Clippings-post-by-genai-is-real-on-x — A practitioner’s skeptical take on “harness engineering” as a newly coined term for what is fundamentally established…
• Clippings-post-by-howlemont-on-x — A Chinese-language analysis of the arXiv paper “Dive into Claude Code,” arguing that Claude Code’s real engineering c…
• Clippings-post-by-jaydeepkarale-on-x — A clear explanation of Kubernetes Service Discovery: why Pod IPs are ephemeral and unreliable for direct addressing,…
• Clippings-post-by-joshkale-on-x — A summary of Karpathy’s “tractable brain upload” concept: collect all personal knowledge artifacts (articles, papers,…
• Clippings-post-by-karpathy-on-x — Karpathy proposes that asking LLMs to output HTML (rather than markdown) is a practical near-term improvement for con…
• Clippings-post-by-sauravstwt-on-x — A curated list of six free hands-on cloud projects for DevOps learners spanning AWS, Azure, and GCP, ranging from beg…
• Clippings-post-by-servasyy-ai-on-x — A Chinese-language post citing Karpathy’s claim that 90% of Claude errors come from missing context rather than model…
• Clippings-post-by-vtrivedy10-on-x — A high-level design thread on agent harness architecture, memory systems, and the search problem. The author argues t…
• Clippings-post-by-yanhua1010-on-x — A brief Chinese-language recommendation of four Obsidian plugins following a “less is more” philosophy: Claudian (AI…
• Clippings-prompt-library-claude-docs — EN: Anthropic’s official reference guide for prompt engineering with Claude, covering all major techniques: expli…
• Clippings-prompt-packs-openai-academy — EN: OpenAI Academy’s prompt packs are curated, role-specific sets of prompt templates designed for professional c…
• Clippings-prompting-11-lovable-documentation — EN: Lovable’s official 12-step prompting guide for building applications with their AI-powered platform. The guid…
• Clippings-promptwizard-the-future-of-prompt-optimization-through-feedback-driven-self-evol — EN: PromptWizard is Microsoft’s automated prompt optimization system that uses a two-stage feedback loop: first r…
• Clippings-recent-ai-model-progress-feels-mostly-like-bullshit-lesswrong — EN: A LessWrong discussion thread where a security startup founder argues that much of the celebrated AI benchmar…
• Clippings-reflections-on-ai-at-the-end-of-2025-antirez — EN: Antirez (creator of Redis) shares his end-of-year reflections on AI progress in 2025, presented as a series o…
• Clippings-reinforcement-learning-environments-and-how-to-build-them — This tutorial from Unsloth explains why environment design is the central challenge in RLVR (Reinforcement Learning f…
• Clippings-shreya-shankar — EN: Shreya Shankar’s personal/professional page highlighting her key contributions: DocETL (an LLM-powered data p…
• Clippings-skill-chaining-and-why-skills-should-be-actions — This technical blog from RandomLabs argues that agent skills are misimplemented across the industry: they are treated…
• Clippings-skill-graphs->-skill — The post introduces “skill graphs” — networks of interconnected markdown skill files connected via wikilinks — as a m…
• Clippings-skill-graphs-skill — This piece argues that single-file skills are insufficient for deep domain knowledge, and proposes “skill graphs” — n…
• Clippings-skillsbench-benchmarking-how-well-agent-skills-work-across-diverse-tasks — EN: SkillsBench is a benchmark for evaluating how well curated “Skills” (structured documentation provided to age…
• Clippings-stop-installing-plugins-on-claude-code-the-ultimate-guide — A detailed guide arguing that most Claude Code plugins are unnecessary and harmful to performance because they consum…
• Clippings-supercharge-your-llm-apps-using-dspy-and-langfuse-by-raghav-bali-towards-data-sc — EN: A tutorial integrating DSPy (a PyTorch-inspired modular LLM programming framework) with Langfuse (an LLM obse…
• Clippings-systems-engineering-building-agentic-software-that-works — Drawing on Bell Labs’ 1940s systems engineering insight (optimize interactions, not components), this post argues tha…
• Clippings-the-70-problem-hard-truths-about-ai-assisted-coding — EN: The “70% problem” is that AI can get non-engineers to 70% of a working product, but the last 30% requires und…
• Clippings-the-8020-problem-of-generative-ai-a-ux-research-insight-by-zombor-varnagy-toth-d — EN: The “80/20 problem” is a reverse Pareto: AI gets to 80% of the desired output, but fixing the last 20% to rea…
• Clippings-the-ai-revolution-looking-from-2024-into-the-immediate-future — EN: A 2024 AI retrospective + near-term forecast. Key observations: competitive margins between frontier models a…
• Clippings-the-anatomy-of-an-agent-harness-1 — A comprehensive technical deep-dive into agent harness engineering, synthesizing how Anthropic, OpenAI, LangChain, an…
• Clippings-the-best-way-to-use-ai-for-learning — EN: Yu An Chan (founder of Heptabase) argues that AI’s greatest learning value is not efficiency (reading more of…
• Clippings-the-latent-space-foundation-evolution-mechanism-ability-and-outlook — This survey positions continuous latent space as an emerging alternative computational substrate to token-level gener…
• Clippings-the-math-needed-for-aiml-complete-roadmap — A structured roadmap for the mathematical foundations of AI/ML, covering three core areas: (1) Statistics and Probabi…
• Clippings-the-math-needed-for-aiml-complete-roadmap- — A structured roadmap covering the three core mathematical areas for AI/ML: statistics and probability (uncertainty, i…
• Clippings-the-nine-books-sam-altman-recommends-everyone-should-read — Blinkist’s compilation of Sam Altman’s (OpenAI CEO) nine recommended books, sourced from interviews, social media, an…
• Clippings-the-notebooklm-workflow-that-changed-how-i-learn-any-technology — The author presents a structured 11-step, 5-phase workflow for learning dense technical material using NotebookLM. Th…
• Clippings-these-6-free-obsidian-plugins-quietly-replace-200-worth-of-paid-apps — A guide presenting six free Obsidian plugins that collectively replace Notion, Todoist, Trello, Fantastical, TextExpa…
• Clippings-thread-by-athletickoder — A framing of how to diagnose production hallucinations in a RAG system by separating retriever failures from generato…
• Clippings-tool-search-claude-code — Anthropic’s announcement of MCP Tool Search for Claude Code — a lazy-loading mechanism that dynamically loads MCP too…
• Clippings-tools-expire-frameworks-endure-autoresearch — A plain-language explanation of the autoresearch iteration framework derived from Karpathy’s open-source project (630…
• Clippings-top-ai-papers-of-the-week — DAIR.AI’s weekly paper digest covering 10 papers from March 23-29, 2026. Highlights: Hyperagents (self-improving agen…
• Clippings-using-claude-code-the-unreasonable-effectiveness-of-html — A Claude Code team member makes the case that HTML is a superior output format to Markdown for AI-generated documents…
• Clippings-using-fabric-to-learn-fast — Nick Spatties’ June 2024 hands-on evaluation of using fabric (an open-source CLI tool with community LLM patterns)…
• Clippings-vibe-engineering — Simon Willison’s October 2025 post proposing “vibe engineering” as a term for the responsible, expert-led end of the…
• Clippings-why-ai-agents-are-good-system-design-system-design-sundays — Devansh argues that agentic AI architectures naturally align with good software design principles — modularity, scala…
• Clippings-why-computer-vision-falls-short-in-test-automation-what-ai-must-fix — This article (Part 4 of a series on AI in test automation) examines why computer vision-based testing, despite its in…
• Clippings-why-is-agentic-ai-so-powerful-agentsthoughts — Devansh provides a deep exploration of why agentic AI architectures are compelling, grounding the argument in softwar…
• Clippings-why-memory-isnt-a-plugin-its-the-harness — Sarah Wooders (co-creator of MemGPT / Letta AI) argues that memory management is an intrinsic property of the agent h…
• Clippings-why-your-ai-first-strategy-is-probably-wrong — The CTO of CREAO (an agent platform, 25 employees) details a full organizational redesign around AI agents — from arc…
• Clippings-why-your-ai-first-strategy-is-probably-wrong-1 — Duplicate clip of the CREAO “AI-First” article (same source URL and content as the non-numbered version). This appear…
• Clippings-wtf-is-a-world-model — A thorough conceptual survey of “world models” — a term covering four distinct architectural approaches (generative,…
• Clippings-your-obsidian-vault-is-probably-wasting-your-intelligence — A productivity essay arguing that most Obsidian vaults fail because they optimize for storage and organization rather…
• Clippings-一文了解-anthropic-的-claude-code-源码：为什么它就是比别人好用？ — A detailed analysis of Claude Code’s accidentally exposed 512,000-line TypeScript source code (51.2万行, 1903 files), o…
• Clippings-你不知道的-claude-code — A deep-dive engineering guide to Claude Code written by a practitioner who spent 6+ months and $40/month using it in…
• Clippings-你搭的-claude-skills还能提升10倍效果使用karpathy-的-autoresearch-方法-【译】 — Ole Lehmann’s article (Chinese translation) applies Karpathy’s autoresearch methodology to Claude skill optimization:…
• Clippings-分享6个平时我最常用的Prompt心法。 — A practitioner shares six prompt “mindset techniques” (心法) for getting better results from AI, emphasizing meta-strat…
• Clippings-工具会过时，框架不会——拆解-autoresearch-背后的迭代方法论【通俗易懂版】 — A practitioner’s accessible breakdown of Karpathy’s autoresearch methodology, reframed as a general iteration framewo…
• Clippings-祝贺claude-code成功越狱，获得永生 — Following the accidental source map exposure of Claude Code’s 1902 TypeScript source files, this analysis dissects th…
• Clippings-記憶體瓶頸，不只是記憶體 — A structural analysis of the AI memory-bound bottleneck across three layers: NVIDIA’s Groq LPX chip decouples FFN com…
• Clippings-評估驅動開發-eval-driven-development-edd-生成式-ai-軟體不確定性的解決方法-ppt — A SlideShare presentation on Eval-Driven Development (EDD), a methodology for managing the non-determinism inherent i…

Claude Code 生態系 (21)

• Clippings-advent-of-claude-31-days-of-claude-code-adocomplete — Ado Kukic’s 31-day Claude Code advent calendar compiled into a comprehensive guide, reorganized from beginner essenti…
• Clippings-claude-code-101-for-academic-researchers — A five-part tutorial introducing Claude Code to academic researchers with zero technical background, written by a Pak…
• Clippings-claude-code-102-for-academic-researchers — The second tutorial in a series targeting academic researchers, building on 101 with advanced Claude Code patterns: h…
• Clippings-claude-code-plugins-marketplace-cli-plugin-manager — claude-plugins.dev is a community-maintained CLI tool that simplifies installing Claude Code plugins. Normal plugin i…
• Clippings-claude-code-things-i-learned-after-using-it-every-day-i-failed-the-turing-test — A practitioner’s guide distilled from daily Claude Code use, covering CLAUDE.md authoring, settings security, the plu…
• Clippings-claude-code-实战指南从0到1解锁plug-in系统打造专属你的超级平台-附完整步骤 — A hands-on guide to Claude Code’s Plugin system — treating Claude Code not as a tool but as an open platform like iOS…
• Clippings-custom-claude-code-skill-auto-generating-updating-architecture-diagrams-with-excalidraw — A practical case study of building a Claude Code Skill that automatically generates and updates Excalidraw architectu…
• Clippings-every-claude-code-hack-i-know-march-2026 — A practitioner’s guide to an extreme Claude Code workflow: no IDE, voice input via Monologue, 4-6 parallel sessions i…
• Clippings-everyone-should-be-using-claude-code-more — Lenny Rachitsky’s Lenny’s Newsletter article arguing that Claude Code is the most underrated AI tool for non-technica…
• Clippings-how-i-use-every-claude-code-feature-by-shrivu-shankar — Shrivu Shankar’s comprehensive reference on using Claude Code features at scale — from individual hobby use (`—dange…
• Clippings-how-openai-codex-works-behind-the-scenes-and-how-it-compares-to-claude-code — Deep dive comparing OpenAI Codex CLI and Anthropic Claude Code architectures. Both use a single-agent ReAct loop (Thi…
• Clippings-i-turned-my-client-into-a-millionaire-using-claude-code — A content studio describes a 20-agent Claude Code pipeline for writing viral launch video scripts. The system runs pa…
• Clippings-kent-beck-的-claude-code-規則翻譯tdd-與-tidy-first-的實踐指南-cash-wu-geek — Cash Wu’s Traditional Chinese translation and commentary of Kent Beck’s CLAUDE.md rules from his B+Tree project, whic…
• Clippings-mcp-與-skills-釋疑-github — Coodoo’s GitHub Gist (Traditional Chinese) clarifying the distinction between MCP (Model Context Protocol) tools and…
• Clippings-my-current-ai-dev-workflow-peter-steinberger — Peter Steinberger’s workflow post-experimentation update (August 2025): Ghostty terminal + Claude Code as primary dri…
• Clippings-post-by-@howlemont-on-x — A Chinese-language commentary on the arXiv paper “Dive into Claude Code,” arguing that the paper’s most valuable cont…
• Clippings-stop-installing-plugins-on-claude-code---the-ultimate-guide — regent0x_ describes going from 23 plugins/8 skills/5 MCP servers to minimal setup after discovering 62,000 tokens wer…
• Clippings-the-longform-guide-to-everything-claude-code — The advanced companion to the Shorthand Guide, covering techniques for long-running productive sessions. Focuses on f…
• Clippings-the-shorthand-guide-to-everything-claude-code — A practitioner’s setup guide after 10 months of daily Claude Code use. Covers the foundational infrastructure: skills…
• Clippings-tool-search-now-in-claude-code — Claude Code ships MCP Tool Search — a lazy loading mechanism that detects when MCP tool descriptions would consume mo…
• Clippings-你不知道的-claude-code架构治理与工程实践 — A practitioner’s deep dive into Claude Code’s architecture after six months of intensive use, covering six layers: co…

軟體工程 / Engineering (62)

• Clippings-10-developer-blog-that-every-java-developer-should-follow-by-saeed-zarinfam-medi — Saeed Zarinfam curates 10 high-quality Java and backend developer blogs to follow via RSS, arguing that RSS-based blo…
• Clippings-11-data-structures-powering-database — This article surveys the core data structures that underpin modern database engines — from Hash Indexes to B-Trees, L…
• Clippings-5-spring-boot-patterns-that-separate-senior-developers-from-juniors-by-ujjawal-r — Ujjawal Rohra outlines five Spring Boot patterns that distinguish experienced developers: using `@ConfigurationProper…
• Clippings-Labels — Customer Support Operations team’s specific label taxonomy for tracking work in GitLab, covering five scoped label fa…
• Clippings-Milestones — Customer Support Operations team’s milestone usage: one milestone per calendar month representing a deployment period…
• Clippings-a-pattern-language-for-microservices — Chris Richardson’s canonical microservices pattern catalog — a living reference covering ~65+ patterns organized by p…
• Clippings-a-year-of-uv-pros-cons-and-should-you-migrate — A freelance Python developer and trainer reviews uv after one year across many client contexts. Verdict: “Always tr…
• Clippings-advanced-tips-for-working-with-pre-commit-backend-apis-web-apps-bots-automation- — A practical guide to advanced pre-commit configurations for Python teams: centralized shared config across monorepos,…
• Clippings-api-design-and-oop — A fintech engineer with 5+ years building production web APIs argues that the dominant OOP-style CRUD API design (Str…
• Clippings-api-設計-摘要-api-通訊模式與協議-complete-think — Rick Hwang 以 B2B API First 策略為背景，系統化整理 API 通訊模式與協議選擇。核心框架：將四種系統角色（API Platform、Service X、External Services、Client）之間的…
• Clippings-bad-code-at-big-companies — Sean Goedecke argues that bad code at big tech companies is a systemic output of deliberate organizational choices —…
• Clippings-best-practices-for-designing-a-pragmatic-restful-api-vinay-sahni — Vinay Sahni’s widely-cited guide to REST API design, written while building the Enchant API. Covers URL structure, ve…
• Clippings-caching-planetscale — PlanetScale’s interactive guide to caching covering all layers from CPU L1/L2/L3 cache to RAM, from application-level…
• Clippings-clerk-authentication-and-user-management — Clerk is a drop-in authentication and user management platform designed for React, Next.js, Remix, and modern web fra…
• Clippings-cs-153-infrastructure-at-scale-stanford-university — Stanford CS 153 is a course on building, scaling, and securing modern infrastructure, featuring surprise guest lectur…
• Clippings-dns-hacking-之-基礎知識dns-運作與紀錄類型 — Introduction to DNS fundamentals — how the hierarchical resolver chain works (Root DNS → TLD DNS → Authoritative DNS…
• Clippings-do-the-simplest-thing-that-could-possibly-work — Sean Goedecke argues that “do the simplest thing that could possibly work” should be the supreme software design prin…
• Clippings-docker-wsl-integration — Short practical guide showing how to enable Docker WSL integration so that Docker Desktop (running in one WSL instanc…
• Clippings-docker教程十一-如何在-docker-build-时使用-ssh-私钥进行认证-探索云原生 — Docker Build 時需要使用 SSH 私鑰的場景（如克隆私有倉庫）有安全風險。本文介紹兩種解決方案：18.09 以前使用多階段構建傳遞私鑰，18.09 及以後使用 BuildKit 的 --mount=type=ssh 特…
• Clippings-encapsulation-a-software-engineering-concept-data-scientists-must-know-to-succee — A Towards Data Science article aimed at data scientists from non-CS backgrounds explaining encapsulation: hiding impl…
• Clippings-everything-i-know-about-good-system-design — Sean Goedecke’s opinionated guide to good system design, covering: recognizing good design (it looks underwhelming, n…
• Clippings-from-static-rate-limiting-to-adaptive-traffic-management-in-airbnbs-key-value-st — Airbnb’s engineering team describes the evolution of QoS for Mussel, their multi-tenant key-value store, from a simpl…
• Clippings-gearman-gearman-job-server — Gearman is an open-source distributed job server framework for farming out work across machines or processes. It prov…
• Clippings-how-i-solved-the-websocket-scaling-problem-without-breaking-the-bank — Article by Kamil Fronczak (NestJS/Node.js developer) on scaling WebSocket connections cost-effectively. The captured…
• Clippings-how-instagram-scaled-to-14-million-users-with-only-3-engineers — Engineer’s Codex breakdown of Instagram’s early tech stack (2010-2011, 0 to 14 million users, 3 engineers). Three gui…
• Clippings-how-to-become-a-strong-software-architect-by-ali-zeynalli-jan-2025-medium — Ali Zeynalli’s roadmap for becoming a software architect, covering the different architect types (Solution, Enterpris…
• Clippings-how-to-reduce-docker-image-size-6-optimization-methods — A practical tutorial covering six concrete Docker image optimization techniques: using minimal base images, multistag…
• Clippings-how-to-ssh-into-your-server-the-right-way-a-beginner-friendly-guide-with-pro-tip — A beginner-friendly guide to SSH covering key authentication, ~/.ssh/config shortcuts, SSH agent passphrases, port…
• Clippings-in-defense-of-simple-architectures — Dan Luu’s case study of Wave (African fintech) running a simple synchronous Python monolith with a single database at…
• Clippings-intro-to-self-hosting-how-to-get-started-hosting-your-applications-boringtech — George V’s introductory guide to self-hosting for beginners, covering motivation (is it right for you?), hardware cho…
• Clippings-java-面試-jvm-的-stack-和-heap-laugh-now — Chinese-language reference article on JVM memory model, specifically the Stack vs. Heap distinction for Java intervie…
• Clippings-jvm模型與gc策略 — Chinese-language reference on JVM memory model and GC strategies, covering reachability analysis for identifying garb…
• Clippings-learnings-from-5-years-of-tech-startup-code-audits-ken-kantzers-blog — Ken Kantzer’s 16-lesson retrospective from 20+ code audits at Series A/B startups. Key meta-finding: simple architect…
• Clippings-leemeng-一段-airflow-與資料工程的故事談如何用-python-追漫畫連載 — Lee Meng’s beginner-friendly Airflow tutorial using a manga update notifier as a concrete motivating example. Teaches…
• Clippings-linting-with-ruff-a-fast-python-linter-better-stack-community — BetterStack’s hands-on guide to setting up and configuring Ruff, the fast Python linter and formatter written in Rust…
• Clippings-linux-security-administration — Pablo González’s comprehensive Linux security hardening reference covering physical security, bootloader protection,…
• Clippings-managing-secrets-in-docker-compose-a-developers-guide-phase-blog — Nimish’s guide to progressively more secure secret management in Docker Compose, from the anti-patterns (.env files,…
• Clippings-pre-commit-is-awesome — EN: pre-commit is a language-agnostic framework for managing git hooks that enforces code quality checks before e…
• Clippings-reduce-your-image-size-with-the-dive-in-docker-extension — A short tutorial introducing Dive-In, a Docker Desktop extension that wraps the open-source Dive CLI tool in a graphi…
• Clippings-rest-api-design-for-long-running-tasks — EN: A practical guide to designing RESTful APIs for long-running asynchronous operations. The core pattern: accep…
• Clippings-solutions-for-cache-preheating-in-spring-boot-a-comprehensive-guide-by-umesh-kum — EN: A guide to cache preheating (warming up caches before user traffic hits) in Spring Boot applications. Introdu…
• Clippings-spring-boot-測試全攻略從基礎到實戰的完整指南-hackmd — EN: A comprehensive Traditional Chinese guide to testing in Spring Boot, covering the full testing pyramid from u…
• Clippings-sql-什麼要-primary-keyprimary-key-一定要叫-id-嗎 — EN: A Traditional Chinese article explaining the purpose and design choices around SQL primary keys. Covers why p…
• Clippings-stop-reinventing-the-wheel-20-efficient-utility-classes-built-into-springboot — EN: A guide to Spring Boot’s built-in utility classes that developers commonly reinvent. The article lists 20 uti…
• Clippings-the-hitchhikers-guide-to-the-modern-front-end-development-workflow-marcobottocom — Marco Botto’s 2016/2019 guide orienting new JavaScript developers to the modern front-end toolchain. Covers why Node…
• Clippings-thread-by-franc0fernand0 — A Twitter/X thread by @Franc0Fernand0 recommending 10 curated articles for developers who want to improve their backe…
• Clippings-touchpoint-git-hooks-johns-writing — Part of John Roberts’ DevSecOps/CI-CD security series. Covers Git hooks as security touchpoints: what they are, how t…
• Clippings-typography-for-modern-web-design — A practical CSS typography tutorial covering font classification, loading web fonts (Google Fonts, @font-face), fal…
• Clippings-understanding-array-bisection-algorithm — Takuya Kitazawa’s concise explanation and from-scratch Python implementation of the array bisection algorithm (binary…
• Clippings-upload-files-to-the-hub — Official Hugging Face Hub Python library documentation for uploading files to repositories. Covers upload_file(), `…
• Clippings-what-the-heck-is-pyprojecttoml — Brett Cannon (Python core developer) explains the origin and purpose of pyproject.toml, tracing it back to PEP 518…
• Clippings-you-cant-control-your-data-in-the-cloud — Karl Voit argues that the security argument for cloud services — that vendors protect data better than individuals —…
• Clippings-一個生成一個評審讓兩個-ai-互相對抗才能做出好東西翻譯文 — A Chinese translation and commentary of Anthropic engineer Prithvi Rajasekaran’s post on building a GAN-inspired gene…
• Clippings-優化-python-docker-image-size-從-multi-stage-builds-到-distroless-myapollo — Amo Chen demonstrates how to progressively reduce Python Docker image size using multi-stage builds and ultimately Go…
• Clippings-再也别问-singleton-了好吗-frosts-blog — Frost argues that the Singleton pattern is unnecessary and commonly misimplemented in Python. The conclusion is blunt…
• Clippings-前端開發者不能不會的-mock-api-技巧就用-mockoon-來達成吧-是-ray-不是-array — Ray introduces Mockoon, a desktop Mock API tool, and explains why frontend developers should use mock APIs to develop…
• Clippings-在-spring-boot-上利用-flyway-實現-database-migration-bingdoals-note — Bingdoal introduces Flyway as a superior database migration solution for Spring Boot applications, contrasting it wit…
• Clippings-有關-cache-的一些筆記-kakashis-blog — Kakashi’s comprehensive notes on caching in distributed systems, covering when to use cache, types (local vs. externa…
• Clippings-简单聊聊常见的负载均衡算法-manjusaka — Manjusaka implements common load balancing algorithms in Python using a Strategy pattern abstraction, covering: rando…
• Clippings-網頁程式設計三兩事-基礎權限管理-rbac-abac-與-pbac-shawn-hsu — Shawn Hsu explains the evolution of access control models from ACL (Access Control List) through RBAC (Role-Based), A…
• Clippings-緩存讀寫機制-jyt0532s-blog — jyt0532 explains cache read/write mechanisms, focusing on cache consistency — ensuring cached values match the underl…
• Clippings-資料庫的索引index工作原理-一定要配温開水 — Wen explains database indexes through the lens of a job interview experience — specifically how he was asked about in…

基礎建設 / Infrastructure (32)

• Clippings-21-devops-的起源與定義-hackmd — This HackMD note traces DevOps from its 2007 origins with Patrick Debois — a Belgian IT consultant frustrated by the…
• Clippings-ansible-with-docker-automate-container-management — A practical guide to using Ansible to automate Docker container management across multiple hosts. Covers Ansible’s Do…
• Clippings-container-networking-from-scratch — A hands-on tutorial that demystifies container networking by building it from scratch using only standard Linux primi…
• Clippings-database-migration-concepts-and-principles-part-1-cloud-architecture-center-goog — Google Cloud Architecture Center’s comprehensive guide to database migration concepts: covering terminology, homogene…
• Clippings-demystifying-docker-understanding-and-optimizing-your-images — A clear explanation of Docker’s internal layer architecture (layers are tar files + manifest + config JSON), how unio…
• Clippings-devops-guidance-devops-guidance — AWS Well-Architected Framework DevOps Guidance provides a structured reference for organizations adopting DevOps at c…
• Clippings-dont-contribute-anything-relevant-in-web-forums-like-reddit — Karl Voit argues that writing valuable knowledge into closed, centralized services (Reddit, HN, Facebook) is equivale…
• Clippings-dont-self-host-everything — A geek’s honest assessment of when self-hosting is worth it and when it isn’t. The author stopped self-hosting Matrix…
• Clippings-github-lfs-好貴只能靠自己架設-gitlfs-server-了 — Short practical guide by Cody Chen on self-hosting a Git LFS server using Gitea on TrueNAS Scale, motivated by GitHub…
• Clippings-how-does-this-blog-work-oliver-booth — Oliver Booth describes the technical architecture of his personal blog site: an ASP.NET Core app (source available) t…
• Clippings-how-i-self-host-my-git-projects-with-forgejo-nilsnhno — Nils Norman Haukås’s detailed writeup of his self-hosted Forgejo git server setup: OpenWRT router with DMZ/trusted zo…
• Clippings-how-nat-traversal-works — Tailscale’s deep technical walkthrough of NAT traversal: why UDP is required, how stateful firewalls can be “punched”…
• Clippings-how-to-learn-devops-engineering-in-6-months — A structured 6-month roadmap for learning DevOps, arguing that 3 months is enough to watch tutorials but not to actua…
• Clippings-how-to-self-host-a-kubernetes-cluster-without-losing-your-mind-dev-community — Practical step-by-step guide to self-hosting a lightweight Kubernetes cluster on budget hardware using k3s, kube-vip…
• Clippings-ingress-nginx-retirement-what-you-need-to-know-kubernetes — Official Kubernetes announcement (November 2025) of Ingress NGINX retirement. Best-effort maintenance through March 2…
• Clippings-is-kubernetes-right-for-a-small-team-jonathan-hall — Jonathan Hall’s balanced evaluation of Kubernetes for small teams, structured as a pros/cons analysis. Counterintuiti…
• Clippings-linux-crash-course-memory-management — A practical reference covering four methods for monitoring memory usage on Linux systems: the free command, interac…
• Clippings-part-i-introduction — The introductory section of Google’s Site Reliability Engineering book, providing Ben Treynor Sloss’s (SRE’s originat…
• Clippings-play-with-docker — Play with Docker (PWD) is a free, browser-based Docker playground created by Marcos Liljedhal and Jonathan Leibiusky,…
• Clippings-post-by-@sauravstwt-on-x — A curated list of six free hands-on cloud projects spanning AWS, Azure, and GCP to build practical DevOps skills. Pro…
• Clippings-rainbow-deploys-with-kubernetes-brandon-dimcheff — EN: Brandon Dimcheff describes how Olark solved zero-downtime deployments for a stateful XMPP chat service using…
• Clippings-self-hosted-blog-part-1-overview-clint-sharp — EN: Clint Sharp’s overview of a 9-part blog series documenting how he runs his personal blog on bare-metal Kubern…
• Clippings-self-hosting-isnt-a-solution-its-a-patch — EN: The author argues that self-hosting and decentralization are not real solutions to the digital privacy and pl…
• Clippings-service-mesh-vs-api-gateway-in-one-of-my-previous-articles-on-by-kasun-indrasiri — EN: Kasun Indrasiri clarifies the distinction between service meshes and API gateways, two concepts frequently co…
• Clippings-sqr-001-git-lfs-architecture-note — EN: A technical architecture note from the LSST/Rubin Observatory project documenting their Git LFS (Large File S…
• Clippings-synology-nas-應用使用-cloudflare-zero-trust-tunnel-從外部連到社區網路內的-nas-tim951753456的創作-巴 — EN: A Traditional Chinese tutorial for accessing a Synology NAS behind a community network (where the NAS has a v…
• Clippings-tags — EN: The tags/archive page from brr.fyi, an anonymous blog about life and technology infrastructure at Antarctic r…
• Clippings-using-k8s-but-not-overhauling-your-devops-processes-by-metricfire-medium — MetricFire’s 2024 practical guide to selective Kubernetes adoption. The core argument: K8s should complement your exi…
• Clippings-what-is-a-devops-engineer-atlassian — Atlassian’s reference overview of the DevOps engineer role: definition, responsibilities, and the top 9 required skil…
• Clippings-凍仁的讀書清單-github — A personal reading list shared on GitHub Gist by a Taiwanese IT professional (凍仁/Gaga), tracking books on DevOps, Doc…
• Clippings-為什麼我自學了三個月還是要上-docker-實戰指南-quiet — Krystal reflects on why, despite three months of self-study and successfully deploying a project with Docker, she sti…
• Clippings-資料庫-大型物件儲存系統-minio-簡介-shawn-hsu — Shawn Hsu provides a deep technical introduction to MinIO, an open-source S3-compatible object storage system. The ar…

資料庫 / Database (3)

• Clippings-redis-與傳統關聯式資料庫之間的選擇 — EN: A Traditional Chinese article comparing Redis (key-value in-memory store) and MySQL (relational RDBMS), helpi…
• Clippings-sharding-ids-at-instagram-with-more-than-25-photos-and-90-likes-by-instagram-eng — EN: Instagram’s engineering team describes how they designed a distributed ID generation system to support databa…
• Clippings-原地报废不要在生产环境用-docker-跑postgresql-老冯云数 — Feng Ruohang (老冯) explains a specific and dangerous failure mode in Docker’s official PostgreSQL images: when a minor…

個人工具 / Productivity (22)

• Clippings-2025年我的開發用工具組 — Eddie Hsu shares his conservative, pragmatic 2025 developer toolset, prioritizing fewer third-party dependencies and…
• Clippings-7-websites-i-visit-every-day-in-2025-by-tosny-sep-2025-medium — Tosny shares 7 websites visited daily in 2025, anchored by Capacities for daily planning and note-taking. The article…
• Clippings-a-system-to-organise-your-life-johnnydecimal — Johnny.Decimal assigns a unique 2-decimal-place ID to every item (file, note, task, project) in your life using a thr…
• Clippings-breaking-the-rules-of-social-media-by-esther-is-a-confused-human-being-medium — Esther reflects on reframing social media from a validation-seeking platform into a tool for personal accountability,…
• Clippings-everything-must-be-paid-for-twice — David Cain’s essay introducing the “two prices” framework: every purchase has a first price (money, to obtain) and a…
• Clippings-glue-work-considered-harmful — Sean Goedecke argues against doing excessive glue work (docs, onboarding, cross-team coordination) because companies…
• Clippings-goal-oriented-research-is-its-own-discipline — A reflection from two years as an MTS at a research startup arguing that startup research is a distinct discipline —…
• Clippings-how-i-use-obsidian-steph-ango — Steph Ango’s (Obsidian CEO) personal vault setup and philosophy: bottom-up, chaos-embracing, laziness-friendly note-t…
• Clippings-how-to-design-your-dream-life-in-1-hour — A 7-step life design framework by Matt Gray, built from over a decade of iteration after experiencing career success…
• Clippings-how-to-manage-your-time-with-kanban-by-christophe-berg-medium — Christophe Berg’s guide to applying Personal Kanban for individual time and task management. Core system: three colum…
• Clippings-how-to-read-technical-books — A 9-rule framework for reading technical books with retention, arguing that linear reading produces completion withou…
• Clippings-how-to-use-tags — Karl Voit distills years of academic tagging research and personal practice into 10 rules for personal tagging system…
• Clippings-obsidian-adds-web-browsing-in-its-new-18-update-by-theo-stowell-obsidian-observe — Theo Stowell’s coverage of Obsidian 1.8’s new core “Web viewer” plugin that enables in-app web browsing. Paywalled be…
• Clippings-on-10-years-of-writing-a-blog-nobody-reads-flow2 — Flow2’s 10-year retrospective on blogging for an audience of ~10 pageviews/week (mostly bots). Covers concrete style…
• Clippings-post-by-@yanhua1010-on-x — A brief Chinese-language recommendation of four Obsidian plugins from a user who advocates the “less is more” philoso…
• Clippings-rssatom-was-ist-das-und-wozu-braucht-man-das — EN: A German-language introduction to RSS/Atom feed technology for a general audience. The article explains the c…
• Clippings-solo — A comparison of three terminal/process management tools: cmux (new, agent-optimized macOS terminal), tmux (battle-tes…
• Clippings-want-to-meet-people-try-charging-them-for-it-noteseatonphilcom — Phil Eaton’s personal essay on how charging $100 (donated to educational non-profits) for a 30-minute call transforme…
• Clippings-your-dreams-demand-your-best-hours-by-anu — Anu reflects on the inequality of hours in a day — not all hours are created equal, and our peak cognitive hours are…
• Clippings-我如何使用-apple-notes-做笔记-randys-blog — Randy shares how he abandoned complex note-taking apps in favor of Apple Notes, organized using Tiago Forte’s PARA me…
• Clippings-聊聊-rss — A Chinese-language newsletter essay defending RSS as a philosophy, not just a protocol. The author, a 20-year RSS use…
• Clippings-軟體工程師好朋友鍵盤滑鼠耳機-coming-up-roses — A Taiwanese software engineer shares her personal hardware setup, framed around recovering from cubital tunnel syndro…

研究 / Research (2)

• Clippings-attention-is-all-you-need — A gentle introduction to the 2017 “Attention Is All You Need” paper, explaining the core problem with RNN-based seq2s…
• Clippings-prompting-vision-language-models — EN: A practical paper/tutorial comparing prompting strategies for Vision Language Models (VLMs) using GPT-4o-mini…

其他 / Misc (189)

• Clippings-0-7-and-everything-robot-data-companies-are-getting-wrong — An analysis of Physical Intelligence’s π0.7 paper, arguing that its real contribution is not “emergent capabilities”…
• Clippings-210401111-a-comprehensive-survey-of-scene-graphs-generation-and-application — This 2021 survey comprehensively covers scene graph generation (SGG) — producing structured graph representations of…
• Clippings-220307540-scienceworld-is-your-agent-smarter-than-a-5th-grader — ScienceWorld is a benchmark for testing agents’ scientific reasoning abilities in an interactive text environment der…
• Clippings-PostgreSQL已主宰数据库世界 — Analysis of the 2025 StackOverflow global developer survey (50k respondents, 177 countries) through a database lens…
• Clippings-a-simple-framework-for-architectural-decisions-infoq — Grygoriy Gonchar (heycar) proposes a three-component framework for governing architectural decisions at an organizati…
• Clippings-about-ideas-now-search-1000s-of-personal-sites — AboutIdeasNow is a search engine indexing 1000s of personal sites’ /about, /ideas, and /now pages — designed to…
• Clippings-addyosmanicom-21-lessons-from-14-years-at-google — Addy Osmani (Chrome/Google, 14 years) distills 21 lessons about what actually matters in large-org engineering — none…
• Clippings-airflow-data-intervals-a-deep-dive — A deep dive into Apache Airflow’s data interval concept — the time range each DAG run is responsible for processing…
• Clippings-all-the-sql-a-data-scientist-needs-to-know — A practical SQL reference for data scientists covering the 90% of queries used day-to-day: SELECT/DISTINCT, CASE stat…
• Clippings-an-ode-to-vim — A personal essay by a NUS computer science graduate describing how encountering Vim as a freshman — when it was force…
• Clippings-an-overview-of-feature-selection — A thorough overview of feature selection motivations and techniques for tabular ML, positioning it as a first install…
• Clippings-anti-corruption-layer-pattern-in-java-ensuring-system-integrity-amidst-legacy-sy — A reference entry on the Anti-Corruption Layer (ACL) pattern from java-design-patterns.com, covering its intent, real…
• Clippings-architectural-decision-records-adrs-architectural-decision-records — The official GitHub ADR organization page explaining Architectural Decision Records — a lightweight practice for capt…
• Clippings-asynchronous-programming-in-unity-coroutines-vs-asyncawait-sometimes-i-code — A detailed comparison of Unity’s two async programming models — Coroutines and C#‘s Task-based Asynchronous Pattern (…
• Clippings-asynchronous-request-reply-pattern-azure-architecture-center-microsoft-learn — Microsoft’s Azure Architecture Center documentation for the Asynchronous Request-Reply pattern — a technique to decou…
• Clippings-asynchrony-is-not-concurrency-loris-cros-blog — Loris Cro (Zig core team) argues that confusing asynchrony with concurrency has caused the async/await local minima t…
• Clippings-background-replacement-made-easy-with-comfyui-by-wei-mao-jan-2025-medium — Wei Mao presents an updated ComfyUI workflow for seamless background replacement in product and portrait photos, movi…
• Clippings-basics-of-gans-smote-for-data-augmentation — A beginner-friendly introduction to two data augmentation techniques for handling data scarcity and class imbalance:…
• Clippings-best-opposing-perspective-cheng-wei-hu — A short note by Cheng-Wei Hu arguing that when you want to challenge your own views, you should seek out the best rep…
• Clippings-big-o — Sam Who’s interactive introduction to Big O notation, covering O(1), O(log n), O(n), and O(n²) through runnable JavaS…
• Clippings-bitcoin-investing-for-the-technically-disinclined-and-risk-averse-bitcoin-etfs-o — A brief overview of Bitcoin ETFs one year after the SEC approved spot Bitcoin ETFs in January 2024. The author reflec…
• Clippings-blender内で画像動画3dモデルを生成チャットやmcpにも対応するaiワークフロー統合アドオン-openblender-cginterest — OpenBlender is a paid Blender addon (€12.99+) by CRT (pgcrt) that integrates generative AI workflows directly into Bl…
• Clippings-blender内で画像動画3dモデルを生成チャットやmcpにも対応するaiワークフロー統合アドオン-openblender-cginterest — OpenBlender is a paid Blender addon (€12.99+) by CRT (pgcrt) that integrates generative AI workflows directly into Bl…
• Clippings-boosting-developer-engagement-in-software-testing-with-gamification-hackernoon — Academic paper (University of Passau) studying the Gamekins tool, which gamifies CI-integrated software testing with…
• Clippings-build-redis-from-scratch — Introduction to a tutorial series on building a Redis-like in-memory database from scratch in Go. The series covers R…
• Clippings-builder-pattern-vs-multi-stage-builds-in-docker — Alex Ellis’s 2017 post documenting Docker’s multi-stage build feature (then newly merged as a PR) as a replacement fo…
• Clippings-building-powerful-image-classification-models-using-very-little-data — François Chollet’s classic 2016 Keras tutorial (now acknowledged as outdated) demonstrating three approaches to image…
• Clippings-by-example-continuation-passing-style-in-javascript — Matt Might’s tutorial on continuation-passing style (CPS) in JavaScript, derived from the constraint “no procedure ma…
• Clippings-church-of-turing-the-enterprise-experience — “Church” (a developer with a decade of startup/SME experience) reflects on their first year at a large enterprise aft…
• Clippings-communicating-robot-learning-during-hri
• Clippings-communication-in-a-microservice-architecture-net — Microsoft’s official .NET microservices guide chapter on inter-service communication. Core argument: microservices mu…
• Clippings-data-lakehouse數據架構的演變從-data-warehouse-到-data-lake-再進化到最新的-data-lakehouse-jumping — Chinese-language explainer on the three generations of data analytics architecture: Data Warehouse (Gen 1), Data Lake…
• Clippings-data-parallel-distributed-training-of-deep-learning-models — A detailed technical walkthrough of data-parallel distributed training: replicating models across N nodes, splitting…
• Clippings-databases-in-2025-a-year-in-review-blog-andy-pavlo-carnegie-mellon-university — Andy Pavlo’s annual database retrospective for 2025, covering PostgreSQL’s continued market dominance (Databricks pai…
• Clippings-deep-generative-models-learning-from-multimodal-demonstrations
• Clippings-designing-for-ai-engineers-ui-patterns-you-need-to-know — Head of Design at Modular AI shares UI principles and patterns for AI developer products, covering five product types…
• Clippings-development-speed-is-not-a-bottleneck — Pushback against the vibe-coding narrative that development speed is the key constraint to product success. The autho…
• Clippings-dinov3-just-changed-computer-vision-forever — Overview of Meta’s DINOv3, a self-supervised vision foundation model trained on 1.689B images plus 493M satellite ima…
• Clippings-domain-driven-design-anti-corruption-layer-mark-needham — Short practical note on implementing a DDD Anti-Corruption Layer (ACL) to isolate a domain model from external system…
• Clippings-effective-devops-agile-tour-hsinchu-2017-pdf — Slide deck from Agile Tour HsinChu 2017 presenting the core DevOps philosophy: a cultural and professional movement f…
• Clippings-emotional-freedom-cheng-wei-hu — Cheng-Wei Hu argues that emotional freedom — not financial freedom — is the more direct path to happiness. The key di…
• Clippings-every-programmer-should-know-devknill — A curated list of 23 Hacker News threads on topics every programmer should understand, humorously framed as “programm…
• Clippings-everyone-using-ai-has-about-12-months-to-develop-these-3-moats
• Clippings-foreword-to-the-art-of-doing-science-and-engineering — Bret Victor’s foreword to the Stripe Press edition of Hamming’s “The Art of Doing Science and Engineering.” Victor ar…
• Clippings-from-history-to-apache-從歷史系到阿帕契轉職仔的開源之路-by-tengyao-chi-medium — Career story by TengYao Chi (紀登耀), a history-major-turned-Java-developer who became an Apache Kafka Committer in one…
• Clippings-getting-too-cute-with-c-yield-return-daedtech — Erik Dietrich demonstrates a subtle C# bug caused by misunderstanding yield return: a method returning `IEnumerable…
• Clippings-git-flow-vs-trunk-based-for-cicd — Comparison of Git Flow vs Trunk-Based Development (TBD) for CI/CD workflows. Git Flow uses multiple long-lived branch…
• Clippings-git-lfs-and-dvc-the-ultimate-guide-to-managing-large-artifacts-in-mlops-by-pablo — Guide to managing large ML artifacts (datasets, model weights) in version control. Explains why Git fails for large f…
• Clippings-git-的故事這一次沒這麼好玩-軟體考古學家 — A detailed history of Git’s origins from the “Software Archaeologist” blog. The story: Linus Torvalds had become a sc…
• Clippings-give-me-5-minutes-and-ill-explain-why-youre-splitting-functions-wrong — Practical guide on when to split functions vs. when not to, illustrated with a real React codebase example. Core insi…
• Clippings-good-seo-with-hugo — Practical guide by Jérémie Litzler on improving SEO for Hugo blogs using the Jimmy Cai theme. Covers frontmatter setu…
• Clippings-haptex-human-computer-interaction-lab-saarland-university — HaptEx (CHI 2026) investigates how well haptic feedback is perceived while a shoulder exoskeleton is actively actuati…
• Clippings-harness-design-long-running-apps — Anthropic Labs engineer Prithvi Rajasekaran describes a GAN-inspired three-agent architecture (Planner, Generator, Ev…
• Clippings-how-core-git-developers-configure-git-hacker-news — Hacker News discussion thread on how core Git developers configure their .gitconfig. Community shares recommended t…
• Clippings-how-i-learn-japanese-offline — Autumn Skerritt’s setup for learning Japanese without internet access: Mokuro-processed manga (clickable text) read i…
• Clippings-how-i-mastered-data-structures-and-algorithms — Ashish Pratap Singh’s guide to efficiently learning DSA for technical interviews (Amazon, Google, Microsoft). Key app…
• Clippings-how-to-10x-your-claude-skills-using-karpathys-autoresearch-method — Applying Karpathy’s “autoresearch” method — iterative AI-driven self-improvement via small changes tested against a s…
• Clippings-how-to-become-expert-at-thing — Andrej Karpathy’s 3-principle tweet on becoming expert at something: (1) iterative project-based learning (depth-firs…
• Clippings-how-to-build-a-simple-artificial-neural-network-with-go-sausheongs-space — Practical tutorial building a feedforward neural network from scratch in Go, starting with the intuition of a “guessi…
• Clippings-how-to-create-a-customized-genai-video-in-3-simple-steps — Ruben Broekx’s practical guide to generating personalized AI videos featuring yourself or real objects, covering thre…
• Clippings-how-to-read-technical-books-the-right-way — A Twitter/X thread with a structured method for reading technical books effectively. Core thesis: technical books are…
• Clippings-how-to-read-technical-books-the-right-way-
• Clippings-how-to-use-lfs-with-external-storage-issue-2063-actionscheckout-github — GitHub issue asking how to configure actions/checkout to work with Git LFS when the LFS backend is an external S3-c…
• Clippings-how-to-write-clean-code-principles-every-developer-should-know — Overview of clean code principles for software developers, referencing Robert C. Martin’s Clean Code. Covers readabil…
• Clippings-how-to-write-usefully — Paul Graham’s essay defining what makes writing useful: it must be true, important, novel, and unequivocal. The core…
• Clippings-hri-in-the-age-of-llms-systematic-review
• Clippings-httpsmatterstowna2folpshdv5in — Chinese-language emergency preparedness guide by 馬世芳, covering practical recommendations for disaster and conflict re…
• Clippings-httpsmohitmishra786githubiochessman20241005mastering-memory-management-from-manu — Technical deep-dive into memory management across the spectrum from manual C-style allocation to automatic garbage co…
• Clippings-httpsnetflixtechblogcomcache-warming-agility-for-a-stateful-service-2d3b1da82642 — Netflix Engineering’s description of their EVCache cache warming system, built to handle petabytes of cached data acr…
• Clippings-httpswwwcidrdborgcidr2021paperscidr2021-paper17pdf — Armbrust, Ghodsi, Xin, and Zaharia (Databricks/UC Berkeley/Stanford, CIDR 2021) introduce the Lakehouse paradigm: ope…
• Clippings-httpswwwmathurahcomthoughtstaste-testing-cities — Mathurah’s essay distinguishing “window shopping” cities (2-3 day trips) from “taste-testing” cities (2+ month stays)…
• Clippings-httpswwwvldborgpvldbvol13p3411-armbrustpdf — Armbrust et al. (Databricks/Stanford/Berkeley, VLDB 2020) present Delta Lake, an open-source ACID table storage layer…
• Clippings-if-i-could-wave-a-magic-wand-wilsons-blog — Stella Wilson’s essay on how to think about code improvement without getting trapped by the anchor of how things curr…
• Clippings-important-computer-vision-papers-for-the-week-from-1301-to-1901 — Weekly roundup of computer vision research for January 13-19, 2025, covering diffusion models, vision language models…
• Clippings-improving-agent-systems-ai-reasoning — Tula Masterman’s analysis of how Reasoning Language Models (RLMs) — DeepSeek-R1, OpenAI o1/o3 — change agent system d…
• Clippings-intro-to-the-series-trends-to-follow-or-forget-id-rather-be-writing-blog-and-api — Tom Johnson’s (I’d Rather Be Writing) introduction to a 15-part series examining trends in technical writing across h…
• Clippings-intuition-in-software-development — Jimmy Miller’s commentary on Peter Naur’s paper arguing that intuition is the fundamental, irreplaceable substrate of…
• Clippings-keynote-8-lines-of-code-infoq — Greg Young’s QCon keynote (2013) analyzing 8 lines of very common code to uncover hidden dependencies and coupling. T…
• Clippings-kubernetes-networking-a-deep-dive — A comprehensive reference guide to Kubernetes networking covering all five communication types, CNI plugins, DNS, Net…
• Clippings-leworldmodel-jepa-world-model-pixels — LeWorldModel (LeWM, 2026) is the first Joint-Embedding Predictive Architecture (JEPA) that trains stably end-to-end f…
• Clippings-lilianweng-policy-gradient-algorithms — Lilian Weng’s comprehensive guide covering 18+ policy gradient algorithms: from REINFORCE through Actor-Critic, A3C/A…
• Clippings-lilianweng-rl-overview-long-peek — Lilian Weng’s foundational RL overview covering MDP formalism, Bellman equations, Dynamic Programming, Monte Carlo me…
• Clippings-linear-sent-me-down-a-local-first-rabbit-hole-bytemash — Developer exploration of local-first architecture triggered by Linear’s impossibly fast UX. Covers the local-first pa…
• Clippings-machine-learning-operations-mlops-for-beginners-towards-data-science — Prasad Mahamulkar’s end-to-end MLOps tutorial using an open-source tool stack: DVC for data versioning, MLflow for ex…
• Clippings-managing-stress-and-work-life-balance-as-a-software-engineer-medium — Ravi Yasas’s personal perspective on stress management for software engineers, driven by the rapid pace of technology…
• Clippings-mastering-api-first-development-a-comprehensive-guide-to-openapi-best-practices- — Vikrant Dheer’s guide to API-first development using OpenAPI/Swagger, contrasting code-first (write code, document la…
• Clippings-measuring-personal-growth — Chip Huyen’s reflection on three metrics for measuring personal growth: rate of change (how quickly you reinvent your…
• Clippings-mia-refold — Redirect/landing page for the Mass Immersion Approach (MIA), a language learning methodology based on heavy comprehen…
• Clippings-microservices-are-a-tax-your-startup-probably-cant-afford-oleg-pustovit-technica — Oleg Pustovit’s practitioner argument against premature microservices at startups. Enumerates the hidden costs (deplo…
• Clippings-microservices-design-patterns-essential-guide — Rajesh Bhojwani’s reference guide to common microservices design patterns, organized by category: decomposition (by b…
• Clippings-microservices-killer-modular-monolithic-architecture-by-mehmet-ozkaya-design-mic — Mehmet Ozkaya’s introduction to Modular Monolithic Architecture as a middle ground between a traditional monolith and…
• Clippings-migrating-git-with-an-lfs-configuration-file-ken-muse — Ken Muse’s technical guide to a specific edge case in Git LFS migration: when a repository contains a .lfsconfig fi…
• Clippings-mindsmd — Minds.md is a minimal writing platform where thoughts are stored as Markdown files on GitHub. The captured content is…
• Clippings-mistakes-i-see-engineers-making-in-their-code-reviews — Sean Goedecke’s opinionated guide to common code review mistakes: reviewing only the diff (vs. the whole system), lea…
• Clippings-mlops-versioning-data-with-dvc — A hands-on MLOps tutorial covering DVC (Data Version Control), an open-source CLI tool that brings Git-like versionin…
• Clippings-monoliths-are-the-future — Kelsey Hightower’s “unpopular opinion” segment from Go Time #114 (2020): microservices don’t actually solve the disci…
• Clippings-moonbyul-歌曲應援 — Fan-created fanchant guide for Moonbyul (MAMAMOO) songs, listing songs with links to individual fanchant pages. A per…
• Clippings-multi-stage-dockerfile-awesome-approach-to-optimize-your-container-size-alexandr — Alexandre Vazquez’s guide to multi-stage Dockerfiles — using multiple FROM instructions in a single Dockerfile so t…
• Clippings-my-software-estimation-technique-jacob-kaplan-moss — Jacob Kaplan-Moss’s estimation framework: break work into small/medium/large/XL tasks, estimate both expected time AN…
• Clippings-navigating-the-ins-and-outs-of-a-microservice-architecture-msa-infoq — Asanka Abeysinghe’s 2016 InfoQ overview of microservice architecture (MSA) design considerations, covering inner arch…
• Clippings-neural-networks-intuitively-and-exhaustively-explained — Daniel Warfield’s beginner-accessible introduction to neural networks: biological inspiration (neurons), artificial n…
• Clippings-now-before-now-minw-blog — Minw’s personal Now page and reflection on the vulnerability of publishing one’s current interests and activities. Sh…
• Clippings-nvchad-lu-yukuan — Personal NvChad setup guide by Lyk-love, covering installation, custom configuration via symlinked dotfiles, and core…
• Clippings-opentouch-bringing-full-hand-touch-to-real-world-interaction — OpenTouch introduces the first in-the-wild egocentric full-hand tactile dataset, comprising 5.1 hours of synchronized…
• Clippings-paper-explained-1-vision-transformer-by-shirley-li-jan-2025-medium — Shirley Li’s explainer of the Vision Transformer (ViT) paper (“An Image is Worth 16x16 Words,” Dosovitskiy et al., 20…
• Clippings-patterns-for-building-realtime-features-devknill — Z. Knill’s breakdown of three patterns for realtime server-to-client data delivery: Poke/Pull (notify then fetch), Pu…
• Clippings-patterns-for-managing-source-code-branches — Martin Fowler’s comprehensive reference (2020) on branching patterns, covering base patterns (source branching, mainl…
• Clippings-physical-hri-safety-constraints-review — Critical re-derivation of ISO/TS 15066 physical-HRI safety limits (arXiv:2601.19462): shows the standard’s constant robot-mass approximation is overly conservative vs. a configuration-dependent effective mass, and that energy (not instantaneous force) is the correct unifying safety metric.
• Clippings-post-by-@_jaydeepkarale-on-x — Jaydeep Karale explains the core problem Kubernetes Services solve: Pod IPs are ephemeral and change when pods die an…
• Clippings-post-by-@devopscube-on-x — DevOpsCube promotes their guide on running Apache Airflow on Kubernetes, covering DAGs, executors, GitSync for DAG ma…
• Clippings-preparing-for-the-systems-design-and-coding-interview-the-pragmatic-engineer — EN: A comprehensive resource guide for software engineering interviews at Big Tech companies, covering both syste…
• Clippings-pulling-an-inverse-conway-maneuver-at-netflix-coding-forest — EN: Netflix’s Observability team deliberately restructured their organization to achieve a desired software archi…
• Clippings-quantifying-surprise-a-data-scientists-intro-to-information-theory-part-14-found — EN: Part 1 of a 5-part series introducing information theory to data scientists. This installment covers Shannon’…
• Clippings-repeat-yourself-matthias-endler — EN: Matthias Endler argues against reflexive DRY (Don’t Repeat Yourself) application, making the case that copy-p…
• Clippings-semantic-metric-bayesian-risk-fields-vlm-robot-safety — Stanford 2025 — The most direct example of using a VLM as a safety oracle in robotics. The system trains a Bayesian r…
• Clippings-skills-vs-dynamic-mcp-loadouts — EN: Armin Ronacher (creator of Flask) argues that SKILL.md-based “Skills” (plain text instructions + bash tools)…
• Clippings-software-is-not-politics — EN: An essay arguing that software engineers have a professional obligation to advocate for technical quality, no…
• Clippings-superpowers-how-im-using-coding-agents-in-october-2025 — EN: Jesse describes his “Superpowers” Claude Code plugin, which implements a SKILL.md-based system for AI-assiste…
• Clippings-sustainable-capitalism-the-importance-of-long-term-thinking-and-adaptivity — EN: The article argues for “sustainable capitalism” — a model where companies are profitable and sustainable simu…
• Clippings-symlink-your-content-in-astro-for-better-portability-elio-struyf — EN: Elio Struyf describes a pattern for keeping content (e.g., blog posts) in a separate git repository and linki…
• Clippings-synchronization-the-unbuilt-foundation-of-physical-ai — A technical deep-dive from OpenGraph Labs arguing that multi-modal sensor synchronization is the unsolved infrastruct…
• Clippings-systems-thinking-and-developer-portals-id-rather-be-writing-blog-and-api-doc-cou — EN: Tom Johnson (idratherbewriting.com) applies systems thinking — the discipline of understanding complex interd…
• Clippings-technical-writing-is-easy-medium — EN: This clipping contains no substantive article content — it appears to be the landing/index page of a Medium p…
• Clippings-the-ai-governance-gambit-scale-your-ai-without-making-headlines — EN: The article frames enterprise AI governance as a chess gambit: you sacrifice short-term control to gain long-…
• Clippings-the-beauty-of-programming — EN: A Linus Torvalds essay (or attributed essay) on why programming is beautiful — not as a craft skill but as a…
• Clippings-the-good-times-in-tech-are-over — EN: The author argues that the decade-long tech boom (2010–2022) was fundamentally enabled by near-zero interest…
• Clippings-the-implementation-of-iterators-in-c-and-its-consequences-part-1-the-old-new-thi — Raymond Chen (The Old New Thing, 2008) explains how the C# compiler transforms yield return iterator methods into s…
• Clippings-the-importance-of-sketching-with-code — A reflective essay by creative coder Ahmad Moussa arguing that code sketches are not throwaway experiments but seeds…
• Clippings-the-lethal-trifecta-for-ai-agents-private-data-untrusted-content-and-external-co — Simon Willison (June 2025) names and defines the “lethal trifecta” — the combination of three tool capabilities that…
• Clippings-the-lethal-trifecta-for-ai-agents-private-data-untrusted-content-and-external-co-1 — Duplicate clip of Simon Willison’s “lethal trifecta” article (June 2025). See analysis at `ai/Clippings-the-lethal-tr…
• Clippings-the-most-popular-blogs-of-hacker-news-in-2025-github — An OPML feed list compiled by emschwartz (February 2026) of the most popular individual blogs on Hacker News in 2025…
• Clippings-the-non-developers-guide-to-building-a-complex-application-using-ai-medium — Colin Baird’s 2023 practical guide to building a full-stack web application without prior coding experience, using Ch…
• Clippings-the-rise-of-async-programming-blog-braintrust — Braintrust’s August 2025 take on “async programming” — not the concurrency model, but a new developer workflow where…
• Clippings-the-software-engineering-identity-crisis-annie-vella — Annie Vella’s March 2025 essay on the existential challenge AI coding assistants pose to software engineers’ professi…
• Clippings-the-terrible-secrets-of-taiwans-stasi-files — Alice Su’s May 2025 Economist longform piece (1843 magazine) about researchers unearthing Taiwan’s secret surveillanc…
• Clippings-things-you-should-never-do-part-i-joel-on-software — Joel Spolsky’s classic 2000 essay arguing that rewriting software from scratch is the single worst strategic mistake…
• Clippings-this-is-your-brain-without-sleep-mit-news-massachusetts-institute-of-technology — MIT News coverage (October 2025) of a Nature Neuroscience study by Laura Lewis’s lab showing that during attentional…
• Clippings-thread-by-tongzhou_mu-1
• Clippings-to-get-better-at-technical-writing-lower-your-expectations — Sean Goedecke’s November 2025 essay arguing that the biggest mistake engineers make in technical writing is expecting…
• Clippings-toddlerbot-open-source-ml-compatible-humanoid-platform-for-loco-manipulation — Shi, Wang, Song, and Liu (Stanford, CoRL 2025) present ToddlerBot, a low-cost open-source miniature humanoid platform…
• Clippings-top-5-open-source-vector-databases-for-2025-milvus-vs-qdrant-vs-weaviate-vs-fais — Fendy Feng’s June 2025 comparison of the main open-source vector search engines: Milvus, Faiss, Annoy, Weaviate, and…
• Clippings-track-awesome-list-track-your-favorite-github-awesome-list-daily — trackawesomelist.com is a service that monitors 500+ GitHub “awesome” lists and aggregates daily/weekly updates. Clip…
• Clippings-uml-activity-diagrams-and-multithreading-concepts — Alexander Ricciardi’s tutorial using a restaurant dine-in scenario to explain UML activity diagrams — particularly ho…
• Clippings-unit-test-實踐守則-四-如何寫出一個好的-unit-test-技術雜記-technology-notes-jack-yu-傑克 — Jack Yu’s Part 4 of a unit test best practices series (in Traditional Chinese). Covers the 3A Pattern (Arrange-Act-As…
• Clippings-unity-6後續更新版本不再向中國提供取而代之客製版團結引擎 — Unity has confirmed it will no longer provide Unity 6 or subsequent versions to the Chinese market. Instead, Chinese…
• Clippings-using-vale-to-help-engineers-become-better-writers-contentsquare-engineering-blo — Contentsquare Engineering Blog’s 2023 walkthrough of adopting Vale — an open-source prose linter — to enforce writing…
• Clippings-vim-helptxt — The official Vim 9.2 help.txt index page hosted at vimhelp.org (last updated Feb 2026). This is the top-level table o…
• Clippings-vision-language-navigation-human-robot-collaboration-survey
• Clippings-vlmpc-vision-language-model-predictive-control — VLMPC (RSS 2024) is a key architectural precursor to Semantic-Metric Bayesian Risk Fields. It integrates VLMs into MP…
• Clippings-what-10-months-in-production-taught-us-about-robotics — York Yang of Dyna reflects on 10 months of shipping robots into real customer environments. The core argument is that…
• Clippings-what-kind-of-skills-are-required-to-become-a-data-analyst — This article outlines the essential technical and analytical skills required to become a successful data analyst, cov…
• Clippings-when-done-correctly-code-can-be-a-form-of-art — This article argues that code can be beautiful and that craftsmanship elevates programming beyond mere functionality…
• Clippings-why-ai-agents-are-good-system-design-system-design-sundays-1 — Duplicate clip — see primary analysis at ai/Clippings-why-ai-agents-are-good-system-design-system-design-sundays.
• Clippings-why-thousands-are-buying-mac-minis-to-escape-issues-with-big-tech-ai-subscriptions-forever — The article chronicles the “Clawdbot/OpenClaw” phenomenon: an open-source local AI agent that integrates into everyda…
• Clippings-why-your-job-title-matters — Takuya Kitazawa reflects on how job titles shape both how others perceive us and how we perceive ourselves. Titles tr…
• Clippings-words-you-never-said — Carina collects 118 anonymous submissions of unsent drafts — messages people wrote but never sent — exploring the not…
• Clippings-world-model-robot-learning-comprehensive-survey-2605 — A 2026 comprehensive survey from a consortium including Pieter Abbeel, Jitendra Malik, and Jiajun Wu that reviews wor…
• Clippings-writing-effective-tools-for-ai-agentsusing-ai-agents-anthropic — Anthropic engineers share their best practices for designing tools that AI agents can use effectively via MCP (Model…
• Clippings-yield-return-is-breaking-my-brain-talk-gamedevtv — A forum discussion on GameDev.tv where a developer struggles to understand how yield return works in Unity coroutin…
• Clippings-you-cant-fix-core-competency-with-a-stern-conversation — DHH draws a sharp distinction between two categories of new-hire failure: engagement problems (fixable with clear fee…
• Clippings-your-data-model-is-your-destiny-matt-browns-notes — Matt Brown argues that a startup’s data model — which parts of reality it chooses to represent and how — is the found…
• Clippings-人人都是深度学习工程师-autoresearch如何改变训练方法论 — A Chinese-language deep-dive into Karpathy’s autoresearch project, which reached 60,000 GitHub stars within days of r…
• Clippings-什麼是功能旗標-feature-flags-為什麼要用功能旗標explainthis — ExplainThis 用 2017 年 AWS S3 故障（因打錯字導致全球服務中斷、損失超過 1.5 億美元）作為引子，解釋功能旗標（Feature Flags）的概念與工程價值。功能旗標讓軟體在不重新部署的情況下，透過外部設定動…
• Clippings-从零开发一个微型git-李佳浩的博客-lijiahao-blog — Li Jiahao builds a minimal Git implementation in Node.js to explain how core Git commands work under the hood. The ar…
• Clippings-來聊聊那些非常欠人教訓的提問-發問-是-ray-不是-array — Ray 分享如何在技術社群中有效提問，從 Google 搜尋技巧到提問格式的完整指南。文章涵蓋：先自行 Google 的必要性、有效的搜尋關鍵字技巧、良好的提問開頭（說明經歷背景）、如何清楚描述問題、提供程式碼範例的重要性，以及避免常…
• Clippings-内容寻址存储原理及实际使用场景-李佳浩的博客-lijiahao-blog — Li Jiahao explains Content-Addressed Storage (CAS) — a storage model where content is retrieved by its hash rather th…
• Clippings-多功能強化版-automatic1111-的-webui-forge — A guide to Stable Diffusion WebUI Forge — an enhanced fork of Automatic1111 created by lllyasviel (also the creator o…
• Clippings-好用投資工具網站app分享選股基本面估值回測20242 — A curated list of investment research tools and apps used regularly by a Taiwanese investor, organized into categorie…
• Clippings-好用投資工具網站app分享選股基本面估值回測20242-1 — Duplicate clip — see primary analysis at ai/Clippings-好用投資工具網站app分享選股基本面估值回測20242.
• Clippings-如何從頭打造專屬的-gitlab-cicd-pin-yi — A hands-on tutorial on setting up GitLab CI/CD from scratch, covering the fundamentals of Continuous Integration and…
• Clippings-如何正確對-wsl-2-的-ext4vhdx-虛擬硬碟進行壓縮-the-will-will-web — WSL 2 的 ext4.vhdx 虛擬硬碟採用動態擴充機制，刪除資料後不會自動回收空間。本文說明如何透過兩種方式壓縮：Hyper-V 的 Optimize-VHD（Windows Pro/Enterprise）或 `diskpa…
• Clippings-如何用-hugo-免費架設個人網站-劉奇聖 — 劉奇聖分享如何用 Hugo (SSG) 和免費靜態網站托管服務架設個人網站，除域名費用外完全免費。文章涵蓋框架選擇（Hugo vs Gatsby）、版型選擇（hugo-PaperMod）、多語言設定、中文字體配置（Noto Sans…
• Clippings-孤立系統內的熵會只會不斷增加-k-先生 — K先生 writes an introspective newsletter weaving together thermodynamics (entropy as metaphor for life management), ide…
• Clippings-從-code-review-的小事看到大事-potioneers-essays — William Yeh uses code review as a lens to examine six deeper engineering and team practices: foundational beliefs abo…
• Clippings-批次處理要求-google-classroom-google-for-developers — Official Google documentation explaining how to batch multiple Google Classroom API calls into a single HTTP request…
• Clippings-文润-the-best-programmers-i-know-matthias-endler — Matthias Endler distills the traits common to the best programmers he has known, including reading the reference docu…
• Clippings-架構師觀點-api-design-workshop-安德魯的部落格 — Andrew (a veteran software architect) shares his API First design methodology rooted in object-oriented thinking: des…
• Clippings-為什麼你應該改用-gitlab-cicd-components-艦長你有事嗎 — Cheng Wei Chen explains why GitLab CI/CD Components (introduced in GitLab 16.x) is superior to the older include: t…
• Clippings-為什麼我們無法抽身於焦慮-minw-blog — Minw explores the psychology behind “內耗” (internal depletion/rumination) — a commonly used Chinese term for the exhau…
• Clippings-科技爱好者周刊第-288-期技术写作的首要诀窍-阮一峰的网络日志 — Ruan Yifeng’s weekly newsletter #288 features an essay on the most important technique in technical writing: single-t…
• Clippings-科技爱好者周刊第-288-期技术写作的首要诀窍-阮一峰的网络日志-1 — Duplicate clip — see primary analysis at ai/Clippings-科技爱好者周刊第-288-期技术写作的首要诀窍-阮一峰的网络日志.
• Clippings-第一天上班就該學會的精準提問術-it-邦幫忙一起幫忙解決難題拯救-it-人的一天 — A veteran engineer shares the workplace communication skills he wishes he had on day one, focusing on how to ask ques…
• Clippings-简介-os-in-1000-lines — Introduction to a hands-on book that guides readers through building a minimal operating system in C using approximat…
• Clippings-簡單認識程式語言中的抽象語法樹ast-andywus-notes — AndyWu introduces Abstract Syntax Trees (AST) motivated by a practical need: writing custom ESLint rules to catch und…
• Clippings-花十年时间教自己学会编程-宝玉的分享 — A Chinese translation of Peter Norvig’s classic essay “Teach Yourself Programming in Ten Years,” arguing against the…
• Clippings-軟體估算的本質kent-beck-揭露時間預測的真相-cash-wu-geek — Cash Wu summarizes Kent Beck’s interview on software estimation, arguing that the fundamental problem with estimates…
• Clippings-避免過早的抽象設計-huan-lin-學習筆記 — Michael Tsai argues against premature abstraction in software design, pushing back on the common interpretation of SO…
• Clippings-閱讀是如何塑造我-ya-xuan — Ya Xuan He traces her reading life from childhood Harry Potter to adult product management and personal knowledge man…
• Clippings-面試的終極大魔王一個問題推翻取錄決定 — A tech executive VP describes the “bottomless pit question” — an open-ended interview question designed to distinguis…