Coding agents are being asked to prove, audit, and pay for their work
The day’s research treats coding agents as systems that need audit trails, executable checks, and budget controls.
Topic summary
Security Benchmarks
Agent Workflow Checkpoints
Coding-agent adoption now needs smaller control points inside the development workflow: repair gates before expensive validation, executable checks for generated specifications, and structural tests for tool access and…