A TinyCTO.tv Hype Stack technical parable about AI roadmap, missing data foundation, sequencing. Sequence data foundations and operating ownership before scaling dependent AI features.
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 AI Roadmap Had No Data Lane
Every use case begins with a new discovery project and ends with a different definition of customer.
How it appears in real teams
The AI Roadmap Had No Data Lane
The AI roadmap schedules assistants, agents, and personalization before data ownership, quality, access, and lineage work.
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 AI roadmap, missing data foundation, sequencing. Sequence data foundations and operating ownership bef...
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 AI roadmap, missing data foundation, sequencing. Sequence data foundations and operating ownership before scaling dependent AI features.