
Self-Healing Tests Need a Clear Spec
Self-healing tests can reduce brittle failures, but they need clear boundaries so they do not hide real product bugs.
Practical ideas on test intelligence for coding agents, durable failure history, CI, and the engineering work that keeps automated changes trustworthy.
Keep your CI and test framework while Automated Future turns runs, artifacts, and history into useful context.