Testing & evaluation workflows
One qualified GitHub discussion points to this friction. Use the plan below to test it with practitioners before building.
Where this need appears
Each item below is a public, qualified GitHub discussion. The Radar groups related friction, while the original Issue remains available for source checking.
- [Enhancement]: PentAGI as a General-Purpose Autonomous Testing Platformvxcontrol/pentagi · 5 comments · 0 positive reactions
Turn the signal into one observable action
Run one repeatable pre-release scenario against a written baseline and expose the result to the person who owns the release decision.
The same scenario produces a repeatable result and changes one real release, remediation or scope decision.
Ask before you build
- What decision should the test support?
- Which real failure is currently missed?
- What environment and load must be reproduced?
- Which result is trustworthy enough to block release?
- Who reviews and acts on the result?
Professional guardrail: Use only systems and data you are explicitly authorized to test; measure risk reduction as well as speed.
Choose a narrow next move
Save this pattern in the free workspace, interview someone who recently hit it, and record one concrete commitment or decision. Do not treat issue counts or compliments as willingness to pay.