Karpathy's 10 CLAUDE.md Rules for Flawless AI Code (2026)
Andrej Karpathy's 10 CLAUDE.md rules for Claude Code: think before coding, surgical changes, goal-driven execution. 114.6K GitHub stars. Complete guide with implementation.
Step-by-step guides, automation pipelines, and production blueprints for building multi-agent systems, RAG pipelines, and enterprise AI workflows.
Andrej Karpathy's 10 CLAUDE.md rules for Claude Code: think before coding, surgical changes, goal-driven execution. 114.6K GitHub stars. Complete guide with implementation.
OpenAI Codex Micro review: $230 macro pad for agentic coding with 12 programmable keys, OLED display, and haptic feedback. Physical controls for approve, rerun, and manage AI agents.
Superpowers 256K-star agentic skills framework for Claude Code, Codex, and Cursor. Subagent-driven development with 50% fewer tokens and 2x faster delivery. Complete setup guide.
Zro private inference API for coding agents with zero data retention, EU hosting, and open-weight models. Complete guide to secure AI coding with GLM 5.2 and MiniMax M3.
PxPipe image-context proxy cuts Claude Code/Fable 5 token costs 59-70%. Complete setup guide with benchmarks, profitability gate config, and honest limitations.
Apache Ossie semantic interoperability pipeline: standardize metric definitions across AI, analytics, and BI tools. Vendor-neutral YAML spec backed by Snowflake and dbt. Complete guide with spec walkthrough and converter...
Memvid v2 single-file memory pipeline: replace RAG stacks with one portable .mv2 file. +35% SOTA on LoCoMo, 0.025ms latency, hybrid search. Complete guide with CLI setup, SDK usage, and benchmark data.
GitHub Copilot SDK v1.0.7 multi-platform pipeline: embed Copilot Agent runtime in your apps with Python, TS, Go, .NET, Java, Rust. In-process FFI, lifecycle hooks, observability. Complete guide with setup and ROI.
Aye teachable AI browser pipeline: automate web research with a Chromium browser that learns from corrections. Record Skills, resume checkpoints, and approve sensitive steps. Complete guide with setup, ROI, and limits.
Unabyss cross-LLM memory pipeline: share context across Claude, GPT, and Cursor via MCP. Connect 20+ apps, set granular permissions, and never re-explain yourself. Complete guide with setup, ROI, and honest limits.
OMP (oh-my-pi) terminal AI agent with hash-anchored edits that eliminate whitespace conflicts and file corruption. 32 tools, LSP, DAP debugger, 40+ providers, subagents. Complete guide with benchmarks vs Claude Code, ROI...
EU DMA Android AI agent guide: build voice-activated, background-running, cross-app AI agents using the EC's July 2026 binding order opening 11 Android features to rival assistants. Complete technical and strategic guide...