Independent Data & AI Architect
I help teams ship with AI agents and still understand their own systems.
I install the checks that let your team delegate code to AI agents without delegating judgment: reviews, determinism, understanding, guardrails and security.
PDF · 20 slides · no email required
5 free calls left.
Free guide · 5 checks
How do you trust AI code without reading it?
- 1 · ReviewsReview is drowning your best engineers
- 2 · DeterminismGreen in CI, broken in production
- 3 · UnderstandingNobody understands the system anymore
- 4 · GuardrailsAgents delete what nobody asked them to
- 5 · SecurityAttackers get in through the agent and its code
Where the checks come from
Nothing ships unless the checks pass.
Most recently I was Data & AI Architect at IOG, working on internal analytics with sensitive data. Nothing reached production there unless the automated checks passed.
The five checks in the guide apply the same idea to code written by AI agents. My own projects already run that way: more than 2,800 commits across 32 projects this year, built with AI agents.
How we can work togetherAbout
Independent Data & AI Architect.
I'm Renato. Before IOG I was lead data engineer at SingularityDAO and ran data consulting projects at Fraunhofer IIS, after a PhD in mathematics. Today I help teams that ship with AI agents keep understanding what they ship.
- Data & AI ArchitectIOG
- PhD, MathematicsGöttingen
- Open sourcegithub.com/nareto
Free · 20-minute call · with Renato
Your first fix, in writing.
Tell me how your team ships agent-written code. Within two business days you get one written page.
Prefer to write? Send me a message.
- Your top riskThe gap most likely to hurt you, judged against the five checks.
- Your first fixA concrete step your team can take this week.
- Do you need help?Which paid option fits, or why you don't need one.