A TinyCTO.tv Hype Stack technical parable about evaluation cost, benchmark volume, budget inversion. Design risk-based evaluations, representative sets, sampling, caching, and stop rules.
What this episode is really about
The Pretend: risk acceptance, governance boards, decision accountability, response authority.
What Actually Happened: The team trusted the phrase until production asked for evidence.
Incident Type: Production Incident | Failure Pattern: autonomous approval drift
Technical takeaway
The Evaluation Cluster Evaluated the Budget
Testing spend exceeds production spend while decision quality barely changes.
How it appears in real teams
The Evaluation Cluster Evaluated the Budget
The evaluation cluster runs every model against every prompt on every commit because more evidence is assumed to mean more confidence.
What teams should watch for
Detection Signals:
- Alerts firing
Prevention Checklist:
- [ ] Test thoroughly
- [ ] Review code
Premortem Questions: What happens if this breaks?
Postmortem Lessons: We should have tested this.
Transcript
Frequently Asked Questions
What is the main topic of this episode?
A TinyCTO.tv Hype Stack technical parable about evaluation cost, benchmark volume, budget inversion. Design risk-based evaluations, representative set...
What is the core technical lesson?
Risk approval is not risk ownership unless the decision is tied to people who can act when the risk becomes real.
Who is featured in this episode?
Tiny CTO, Junior Developer, and members of the engineering team.
AI summary
A TinyCTO.tv Hype Stack technical parable about evaluation cost, benchmark volume, budget inversion. Design risk-based evaluations, representative sets, sampling, caching, and stop rules.