Coding agents need state, measured harnesses, and action gates
The day’s strongest signal is that coding agents are being treated as products that need memory, harness accounting, gates, and monitors.
Topic summary
LLM security
Coding Agent Control Points
Coding-agent adoption is moving toward concrete control points: scored harness runs that separate model quality from adapter design, local repository memory that warns before repeated failed edits, and security checks…