Tag: architecture

ai · · 9 min read

The Model Eats the Harness — But Only the Middle

Anthropic deleted 80% of Claude Code's system prompt with no measurable loss. A four-layer anatomy of the agent harness, three tests for what should have been a script, and a worked example where a well-written skill dissolves into a git hook.

ai · · 8 min read

MCP vs CLI: The Data Behind the Debate

55K tokens vs 200. Perplexity dropped MCP. Here's what the benchmarks actually show about AI tool integration approaches.