Coding agents need safer inputs, guarded tools, and repeatable production paths
The day’s evidence is practical: coding agents need safer execution boundaries, better task inputs, and lower-cost repeatability.
Topic summary
Software Benchmarks
Coding Agent Control Loops
Coding-agent adoption is running into three concrete operating problems: untrusted repositories can steer agents into running attacker code, recurring incidents keep paying full inference cost, and issue text written…