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
Software Architecture
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.
Software-agent evidence is getting tighter around control loops, compilers, and architecture checks
This day’s research is strongest on software agents that can be checked by explicit controls. The best-grounded work ties models to compilers, ticket states, verifier gates, or benchmarked design artifacts.
Software agent control gates
Control surfaces are getting concrete in software-agent work, especially where tickets, compilers, and review gates give the system a hard boundary.