Knowledge VaultReading Workbench
Archive 归档

Long-term memory shelf.

已完成阅读、带 Reflection 心得沉淀的 Knowledge Vault Archive。这里用于回看、检索与维护。

1165Archived Items
0 selected
Manual Collection · 2026-05-17

Secure AI & Agent Coding Policy - Galdren

Archived
https://galdren.com/secure-ai-agent-coding-policy
Manual Collection · 2026-05-17

[2603.15970] 100x Cost & Latency Reduction: Performance Analysis of AI Query Approximation using Lightweight Proxy Models

Archived
https://arxiv.org/abs/2603.15970
Manual Collection · 2026-05-17

- YouTube

Archived
https://www.youtube.com/watch?v=37K6M-DIdF0
Manual Collection · 2026-05-17

AI Stack Radar

Archived
https://www.aistackradar.dev/
Manual Collection · 2026-05-17

GitHub - auto-agent-protocol/auto-agent-protocol: Automotive Agent Protocol · GitHub

Archived
https://github.com/auto-agent-protocol/auto-agent-protocol
Manual Collection · 2026-05-17

https://twitter.com/Saboo_Shubham_/status/2022014147450614038

Archived
https://twitter.com/Saboo_Shubham_/status/2022014147450614038
Manual Collection · 2026-05-17

https://medium.com/@xcf.seetan/how-mcp-servers-can-fix-the-biggest-problem-with-ai-coding-assistants-254a848590c7

Archived
https://medium.com/@xcf.seetan/how-mcp-servers-can-fix-the-biggest-problem-with-ai-coding-assistants-254a848590c7
Manual Collection · 2026-05-17

https://news.ycombinator.com/item?id=47991566 https://news.ycombinator.com/item?id=47989285 https://news.ycombinator.com/item?id=47989105 https://news.ycombinator.com/item?id=47988711 https://news.ycombinator.com/item?id=47988268 https://news.ycombinator.com/item?id=47988241 https://news.ycombinator.com/item?id=47988049 https://news.ycombinator.com/item?id=47986703

Archived
https://news.ycombinator.com/item?id=47991566++https%3A%2F%2Fnews.ycombinator.com%2Fitem%3Fid%3D47989285++https%3A%2F%2Fnews.ycom…
Manual Collection · 2026-05-17

https://www.reddit.com/r/ClaudeAI/comments/1t2qomg/i_made_an_addon_that_send_a_notification_through/

Archived
https://www.reddit.com/r/ClaudeAI/comments/1t2qomg/i_made_an_addon_that_send_a_notification_through
Manual Collection · 2026-05-17

https://www.reddit.com/r/ClaudeAI/comments/1t2pfco/claude_beginner/

Archived
https://www.reddit.com/r/ClaudeAI/comments/1t2pfco/claude_beginner
Manual Collection · 2026-05-17

https://www.reddit.com/r/ClaudeAI/comments/1t2ov5s/how_have_you_used_claude_skills_and_integrations/

Archived
https://www.reddit.com/r/ClaudeAI/comments/1t2ov5s/how_have_you_used_claude_skills_and_integrations
Manual Collection · 2026-05-17

https://www.reddit.com/r/ClaudeAI/comments/1t2o6ae/when_you_start_out_a_new_project_what_are_the/

Archived
https://www.reddit.com/r/ClaudeAI/comments/1t2o6ae/when_you_start_out_a_new_project_what_are_the
Manual Collection · 2026-05-17

https://www.reddit.com/r/ClaudeAI/comments/1t2mgz1/why_do_ai_responses_get_worse_after_a_while_of/

Archived
https://www.reddit.com/r/ClaudeAI/comments/1t2mgz1/why_do_ai_responses_get_worse_after_a_while_of
Manual Collection · 2026-05-17

On AI-created Art: An Interview with Adam Clegg

Archived
https://micahblachman.beehiiv.com/p/on-ai-created-art-an-interview-with-adam-clegg
Manual Collection · 2026-05-17

GitHub - raylanlin/smarttune-cli: SmartTune CLI — Multi-platform flight log analysis & tuning advisor (ArduPilot + Betaflight + PX4) · GitHub

Archived
https://github.com/raylanlin/smarttune-cli
Manual Collection · 2026-05-17

Do you think AI Agents need an identity? | Hacker News

Archived
https://news.ycombinator.com/item?id=47998124
Manual Collection · 2026-05-17

What are tarpit ideas in the AI era? | Hacker News

Archived
https://news.ycombinator.com/item?id=47995879
Manual Collection · 2026-05-17

Blog > Migrating 6000 React tests using AI Agents and ASTs

Archived
https://eliocapella.com/blog/ai-library-migration-guide
Manual Collection · 2026-05-17

GitHub - fpytloun/mnemory: A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store for detailed content. · GitHub

Archived
https://github.com/fpytloun/mnemory
Manual Collection · 2026-05-17

Codeonix — Python Task Automation with AI

Archived
https://codeonix.app/
Manual Collection · 2026-05-17

GitHub - siddsachar/Thoth: Thoth - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine. · GitHub

Archived
https://github.com/siddsachar/Thoth
Manual Collection · 2026-05-17

Home | The Human Line Project

Archived
https://www.thehumanlineproject.org/
Manual Collection · 2026-05-17

acai.sh

Archived
https://acai.sh/blog/specsmaxxing
Manual Collection · 2026-05-17

I Wrote Ultralearning. This is What I’d Change Because of AI - Scott H Young

Archived
https://www.scotthyoung.com/blog/2026/04/29/ultralearning-ai
Manual Collection · 2026-05-17

@kcg.bsky.social on Bluesky

Archived
https://bsky.app/profile/kcg.bsky.social/post/3mkwcpx45q223
Manual Collection · 2026-05-17

GitHub - p32929/rotato: A robust Node.js proxy server that automatically rotates API keys for Gemini and OpenAI APIs when rate limits (429 errors) are encountered. Built with zero dependencies and comprehensive logging. · GitHub

Archived
https://github.com/p32929/rotato
Manual Collection · 2026-05-17

Editing my LLM assisted Articles

Archived
https://idiallo.com/byte-size/editing-llm-assisted-articles
Manual Collection · 2026-05-17

GitHub - mlc-ai/web-llm: High-performance In-browser LLM Inference Engine · GitHub

Archived
https://github.com/mlc-ai/web-llm
Manual Collection · 2026-05-17

The LLM Is Not a Junior Engineer | jacobharr.is

Archived
https://jacobharr.is/personal/llm-not-junior-engineer
Manual Collection · 2026-05-17

LLM as Judge: Reproducible Evaluation for LLM Systems - Learning Roadmap | Nemorize

Archived
https://nemorize.com/roadmaps/llm-as-judge-reproducible-evaluation-for-llm-systems
Manual Collection · 2026-05-17

Task Planning, Execution Visibility, and Persistent Memory for AI Agents: ragbits 1.6 release - deepsense.ai

Archived
https://deepsense.ai/blog/task-planning-execution-visibility-and-persistent-memory-for-ai-agents-ragbits-1-6-release
Manual Collection · 2026-05-17

GitHub - AronDaron/dataset-generator: No-code desktop app for generating high-quality synthetic datasets to fine-tune LLMs — plan-then-execute pipeline, LLM-as-judge, HuggingFace upload. · GitHub

Archived
https://github.com/AronDaron/dataset-generator
Manual Collection · 2026-05-17

https://medium.com/

Archived
https://medium.com/
Manual Collection · 2026-05-17

GitHub - brcrusoe72/agent-search: Self-hosted search API + MCP server for AI agents. Bundles SearXNG. Zero API keys, one-command deploy. Open-source alternative to Tavily, Exa, and Serper. · GitHub

Archived
https://github.com/brcrusoe72/agent-search
Manual Collection · 2026-05-17

I wrote a 400-line pipeline that installs and scores every LLM tool on Hacker News overnight

Archived
https://tokenstree.eu/newsletter/2026-04-21-400-line-pipeline.html
Manual Collection · 2026-05-17

GitHub - moeen-mahmud/remen: Remen turns thoughts into something you can return to · GitHub

Archived
https://github.com/moeen-mahmud/remen
Manual Collection · 2026-05-17

ChatGPT vs Gemini vs Claude: The Best LLM Subscription You Should Buy

Archived
https://www.artificialintelligencemadesimple.com/p/chatgpt-vs-gemini-vs-claude-the-best
Manual Collection · 2026-05-17

Meshcore: Architecture for a Decentralized P2P LLM Inference Network | Hacker News

Archived
https://news.ycombinator.com/item?id=47819839
Manual Collection · 2026-05-17

GitHub - wastedcode/memex: File system based wiki, maintained by Claude · GitHub

Archived
https://github.com/wastedcode/memex
Manual Collection · 2026-05-17

[2604.14159] HUOZIIME: An On-Device LLM-enhanced Input Method for Deep Personalization

Archived
https://arxiv.org/abs/2604.14159
Manual Collection · 2026-05-17

GitHub - unbody-io/adapt: A self-evolving memory layer for AI agents. · GitHub

Archived
https://github.com/unbody-io/adapt
Manual Collection · 2026-05-17

GitHub - GG-QandV/mnemostroma · GitHub

Archived
https://github.com/GG-QandV/mnemostroma
Manual Collection · 2026-05-17

GitHub - TheoV823/mneme: Enforce architectural decisions in AI-assisted development. · GitHub

Archived
https://github.com/TheoV823/mneme
Manual Collection · 2026-05-17

https://medium.com/data-science-in-your-pocket/andrej-karpathys-llm-wiki-is-a-bad-idea-8c7e8953c618

Archived
https://medium.com/data-science-in-your-pocket/andrej-karpathys-llm-wiki-is-a-bad-idea-8c7e8953c618
Manual Collection · 2026-05-17

a16z 创始人 Marc Andreessen 公开个人 AI 系统提示词：强制对齐事实与对抗性思考 | Bes...

Archived
https://www.bestblogs.dev/status/2051600316844720636
Manual Collection · 2026-05-17

memex

Archived
https://memex-cli.vercel.app/
Manual Collection · 2026-05-17

Brainio - The notepad for people thinking visually

Archived
https://brainio.com/
Manual Collection · 2026-05-17

GitHub - kouhxp/liteflow: 1000-line C program where an LLM can edit the DAG mid-run, but only via a four-verb grammar, and every edit is an auditable event · GitHub

Archived
https://github.com/kouhxp/liteflow
Manual Collection · 2026-05-17

GitHub - barretts/AgentHistoric: Philosopher-based prompt system for multi-editor AI agent routing · GitHub

Archived
https://github.com/barretts/AgentHistoric
Manual Collection · 2026-05-17

GitHub - ChristopherDrum/continuum: A pedantic recreation of the OMNI Magazine display typeface. · GitHub

Archived
https://github.com/ChristopherDrum/continuum