> For the complete documentation index, see [llms.txt](https://snowan.gitbook.io/study-notes/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://snowan.gitbook.io/study-notes/ai-blogs.md).

# AI-blogs

- [The Agent Harness: The Infrastructure Layer That Makes AI Agents Actually Work](https://snowan.gitbook.io/study-notes/ai-blogs/agent-harness-deep-dive.md)
- [AI Inference Batching: Static, Dynamic, and Continuous Batching Explained](https://snowan.gitbook.io/study-notes/ai-blogs/ai-inference-batching-explained.md): A comprehensive guide to AI inference batching mechanisms. Learn when to use static, dynamic, or continuous batching, understand the tradeoffs, and make informed decisions for your AI inference API de
- [The Complete Guide to Building Skills for Claude — Summary & Key Takeaways](https://snowan.gitbook.io/study-notes/ai-blogs/anthropic-skills-guide-summary.md)
- [12 Ways to Customize Claude Code — Boris Cherny's Latest Guide](https://snowan.gitbook.io/study-notes/ai-blogs/boris-cherny-customize-claude-code.md)
- [Boris Cherny: How the Creator of Claude Code Actually Works](https://snowan.gitbook.io/study-notes/ai-blogs/boris-cherny-on-building-with-ai.md)
- [System Design: Designing Chess.com](https://snowan.gitbook.io/study-notes/ai-blogs/chess-system-design.md)
- [How Claude Code Agent Teams Actually Works - reverse Claude Code Agent Teams use CC](https://snowan.gitbook.io/study-notes/ai-blogs/claude-code-agent-teams.md)
- [Deep Dive: Claude Code Memory Architecture](https://snowan.gitbook.io/study-notes/ai-blogs/claude-code-memory-architecture.md)
- [Dario Amodei: "We Are Near the End of the Exponential"](https://snowan.gitbook.io/study-notes/ai-blogs/dario-amodei-end-of-exponential-dwarkesh-2026.md)
- [Demystifying Agent Harnesses: The Infrastructure Layer That Actually Makes AI Agents Work](https://snowan.gitbook.io/study-notes/ai-blogs/demystifying-agent-harness.md)
- [System Design: ChatGPT — An AI Inference Platform at Scale](https://snowan.gitbook.io/study-notes/ai-blogs/design-chatgpt-ai-inference-platform.md)
- [System Design: Distributed Crossword Puzzle Solver](https://snowan.gitbook.io/study-notes/ai-blogs/design-crossword-puzzle-solver.md)
- [System Design: Google Calendar](https://snowan.gitbook.io/study-notes/ai-blogs/design-google-calendar.md)
- [System Design: In-Memory Database](https://snowan.gitbook.io/study-notes/ai-blogs/design-in-memory-database.md)
- [System Design: Multi-Tenant URL Shortener with Organization Namespaces](https://snowan.gitbook.io/study-notes/ai-blogs/design-multi-tenant-url-shortener.md)
- [System Design: Online IDE](https://snowan.gitbook.io/study-notes/ai-blogs/design-online-ide.md)
- [System Design: Payment System](https://snowan.gitbook.io/study-notes/ai-blogs/design-payment-system.md)
- [System Design: Point of Interest (POI) System](https://snowan.gitbook.io/study-notes/ai-blogs/design-poi-system.md)
- [System Design: Slack — Enterprise Real-Time Messaging](https://snowan.gitbook.io/study-notes/ai-blogs/design-slack-messaging-system.md)
- [System Design: Text-to-Video Generation Pipeline (Sora-like)](https://snowan.gitbook.io/study-notes/ai-blogs/design-text-to-video-generation.md)
- [System Design: Webhook Delivery System](https://snowan.gitbook.io/study-notes/ai-blogs/design-webhook-delivery-system.md)
- [System Design: YouTube — A Video Streaming Platform at Scale](https://snowan.gitbook.io/study-notes/ai-blogs/design-youtube-video-streaming-platform.md)
- [Dynamic Rate Limiting for AI Inference: Why RPM is Dead](https://snowan.gitbook.io/study-notes/ai-blogs/dynamic-rate-limiting-ai-inference.md): Why traditional rate limiting fails for LLMs, and how to build adaptive, token-aware limiters that protect your GPU resources.
- [System Design: CI/CD Pipeline Like GitHub Actions](https://snowan.gitbook.io/study-notes/ai-blogs/github-actions-architecture-deep-dive.md)
- [How to Build an Agent Harness: A Practical Guide from Teams Who Actually Did It](https://snowan.gitbook.io/study-notes/ai-blogs/how-to-build-agent-harness.md): A practical, implementation-level guide to building agent harnesses, synthesized from the hard-won lessons of five production teams: Anthropic (Claude Code), OpenAI (Codex), Manus, LangChain (DeepAgen
- [Letta's Context Repositories: Git-based Memory for Coding Agents](https://snowan.gitbook.io/study-notes/ai-blogs/letta-context-repositories.md)
- [Deep Dive: How OpenClaw's Memory System Works](https://snowan.gitbook.io/study-notes/ai-blogs/openclaw-memory-system-deep-dive.md): A comprehensive look at OpenClaw's file-first memory system, exploring its hybrid search architecture, automatic memory flush, and implementation details.
- [PagedAttention: How Virtual Memory Revolutionized LLM Inference](https://snowan.gitbook.io/study-notes/ai-blogs/paged-attention-explained.md): A deep dive into PagedAttention, the breakthrough memory management technique that enables efficient LLM serving. Learn how borrowing ideas from OS virtual memory solved the KV cache memory problem an
- [Pi: The Minimal Agent Philosophy — How Less Becomes More](https://snowan.gitbook.io/study-notes/ai-blogs/pi-minimal-agent-openclaw.md)
- [Speculative Decoding: How to Make LLMs 2-3x Faster Without Losing Quality](https://snowan.gitbook.io/study-notes/ai-blogs/speculative-decoding-explained.md): A comprehensive guide to speculative decoding, the technique that accelerates LLM inference by 2-3x while maintaining identical output quality. Learn how draft-then-verify works, the math behind accep
- [We're All Addicted To Claude Code](https://snowan.gitbook.io/study-notes/ai-blogs/we-are-all-addicted-to-claude-code.md)
- [infographic](https://snowan.gitbook.io/study-notes/ai-blogs/infographic.md)
- [anthropic-skills-guide](https://snowan.gitbook.io/study-notes/ai-blogs/infographic/anthropic-skills-guide.md)
- [Analysis: The Complete Guide to Building Skills for Claude](https://snowan.gitbook.io/study-notes/ai-blogs/infographic/anthropic-skills-guide/analysis.md)
- [Structured Content: Building Skills for Claude](https://snowan.gitbook.io/study-notes/ai-blogs/infographic/anthropic-skills-guide/structured-content.md)
- [prompts](https://snowan.gitbook.io/study-notes/ai-blogs/infographic/anthropic-skills-guide/prompts.md)
- [infographic](https://snowan.gitbook.io/study-notes/ai-blogs/infographic/anthropic-skills-guide/prompts/infographic.md)