jsmanifest

Master the techniques for debugging AI agents in production: reading execution transcripts, tracing tool calls, identifying failure patterns, and building custom analyzers that catch problems before users do.

Most Claude Code productivity problems stem from mismatched memory layers. This post reveals the three-tier memory architecture—CLAUDE.md, user memory, and auto memory—and when to apply each for maximum consistency.

Master TypeScript's Awaited<T> utility type for recursive promise unwrapping. Learn when it fails, how to combine it with generics, and the patterns that prevent async type inference errors in production.