Deterministic Coding Agents: Every Turn on the Record
A coding agent changed your tree and nobody can replay how. What the research says about execution feedback, sampling variance, and turns you can audit
· 7 min read
Research · Pillar
Coding agents
Agents that read, write, and fix code.
What SWE-bench and its peers measure, how these agents plan and repair a change across a whole repository, and what a team needs to trust the result before it reaches a production tree.
