2 posts tagged with "ai-agents"

AI coding agents waste a remarkable number of tokens just figuring out how your code connects. They open file after file, read imports, chase type definitions, and slowly build a mental model of architecture — burning through context windows and money in the process. @ttsc/graph takes a different approach: it hands the agent a compiler-resolved architecture graph upfront, so it can navigate by structure instead of reading source. It's early (v0.16), requires TypeScript v7 rc, and the benchmarks are vendor-supplied — but the idea is sharp enough to be worth knowing about. The author is Jeongho Nam (samchon), known for typia and nestia, which adds some credibility to the execution.

The Model Context Protocol specification release candidate (locked May 21, stable July 28, 2026) makes the protocol fully stateless — no handshakes, no session IDs, no sticky routing. Alongside that headline change, it graduates the extensions framework to first-class status, introduces MCP Apps for server-rendered UI, formalizes the Tasks extension for long-running work, adds production-grade observability headers, upgrades to full JSON Schema 2020-12, and hardens OAuth 2.0 authorization through multiple SEPs. Three features — Roots, Sampling, and Logging — are deprecated under a new lifecycle policy with a one-year sunset window.