Coding agents need behavioral tests, scoped tools, and lifecycle checks
The strongest signal is verification of what agents actually do after code runs. T2J-Bench, SNARE, and Tool Forge show the current emphasis: observable behavior, authorization scope, and validated tool access matter as…