Direct Wines — AI dev infrastructure
AI development infrastructure in the team's existing stack — adoption-first.
Fractional product lead · Direct Wines · TODO-CONTENT (concluded Mar 2026)
- PROBLEM
- TODO-CONTENT (confirm what is public — SPEC §7.2)
- BUILT
- AI dev infrastructure built in the team's existing stack, adoption-first.
- OUTCOME
- 70% faster development · 3× fewer defects
- STACK
- TODO-CONTENT
- STATUS
- handed over
Why it exists
TODO-CONTENT.
Key decisions
TODO-CONTENT — building in the team’s existing stack; adoption-first approach.
What was hard
TODO-CONTENT.
What I’d do differently
TODO-CONTENT.