5 min read
Finding Bugs Got Cheap — Trusting the Fix Is the New Hard Part
Anthropic just open-sourced its AI "defender's loop." The real lesson isn't about C code — it's that the bottleneck moved from finding vulnerabilities to trusting what your agents tell you, and that's a governance problem you own.