Stop Dumping Instructions Into CLAUDE.md — The 3-Layer Agent Harness Pattern
Claude Code skills architecture: the 3-layer harness (CLAUDE.md + Skills + Hooks) replacing bloated configs. From 12 production projects.
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Claude Code skills architecture: the 3-layer harness (CLAUDE.md + Skills + Hooks) replacing bloated configs. From 12 production projects.

2023… Prompt Engineering 2024… Context Engineering 2026… Agent Harness Engineering Since ChatGPT...
Why Your AI Agent Needs a Memory Flywheel: Introducing MemFlywheel As the GitHub Trending...
If you build the loop — the harness around a model — memory isn’t a nice-to-have you bolt on at the...
The thing I built was a Go binary that copied markdown files into a repository. I called it an...

Here is the uncomfortable thing about the last two weeks in AI. The models did not get dumber. By...
The model is smart. The harness makes it reliable. Build the environment around Claude Code, Codex,...

What This Article Is About I’d like to tell you about a few of the MCP servers and agent...

Two releases in early April 2026 sparked a lot of strong takes: Anthropic's Claude Managed Agents...