Coding agents need census data, cost controls, and security evidence
This period is dominated by coding-agent accountability: measuring real usage, controlling tool costs, and checking security after code runs.
Topic summary
Secure Code Generation
Coding Agent Operational Assurance
Coding-agent adoption now needs operational records that survive weak traces, expensive verification, and security claims that stop at static checks.