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#LLM
2 posts
April 9, 2026
Claude Code Leaked: What 512,000 Lines of TypeScript Taught the World About AI Agents
On March 31, 2026, Anthropic accidentally shipped the full Claude Code source — 512,000 lines of TypeScript — inside an npm package. The resulting clean-room rewrite became the fastest-growing GitHub repo in history. Here's exactly what the architecture reveals, and what you can take from it as an engineer.
AI AgentsClaude CodeTypeScript
November 5, 2025
TOON vs JSON: Supercharge Your LLM Prompts & Cut Token Costs
Token-Oriented Object Notation (TOON) is a compact, LLM-optimized alternative to JSON for serializing structured, mostly flat/tabular data. By removing repeated field names, quotes and redundant punctuation, TOON reduces token usage by roughly 30–60% in real-world AI workflows, leading to lower API bills, larger usable context windows, and often better model retrieval accuracy.
AILLMJSON