Coding agents are being judged by their evidence trails and harnesses
This period treats coding agents as products that need auditable task sources, executable security evidence, and harness-aware scoring.
Topic summary
Security Agents
Provenance-Aware Coding Agent Evaluation
Coding-agent work is moving toward checks that preserve task provenance, separate visible correctness from hidden security behavior, and turn agent reasoning into executable evidence.