Why most AI projects fail
They ship demos, not systems.
The 3 constraints that always win
- Cost
- Latency
- Security
A simple reliability loop
- Measure
- Guardrail
- Retry
- Log
- Review
If you build from constraints, you ship faster and safer.
A practical checklist for turning AI into something stable in production.

They ship demos, not systems.
If you build from constraints, you ship faster and safer.
Short, high-signal updates + instant access to downloadable templates.