Discussion about this post

User's avatar
Pawel Jozefiak's avatar

The framing of Claude Code as a context engineering tool rather than a code writer is the sharpest mental model I've seen for it. Especially the point about /clear and fresh context - I've found stale context causes more subtle bugs than wrong prompts ever do. The validation piece hits hard too. I run an AI agent built entirely on Claude Code, and the single biggest unlock was making verification mandatory before anything ships.

Not "it looks right" - actually running it, checking output, proving it works. That discipline changed everything more than any prompt trick. I wrote about the full setup and what I learned building with Claude Code daily: https://thoughts.jock.pl/p/wiz-personal-ai-agent-claude-code-2026 Curious - how do you handle context management when tasks span multiple sessions?

Do you rely mostly on CLAUDE.md or have you built something more structured?

Prashant Sharma's avatar

People don’t use tools efficiently and complain tools are bad.

4 more comments...

No posts

Ready for more?