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Build the harness
Agents need clear intent, good context, the right tools and fast feedback. You set the outcome. They do more of the work.
- Repos built for people and agents
- Shared specs, tools and evals
Fractional CTO · AI-Native Engineering
I'm Giulio De Luise. I help teams rebuild how they engineer as agents write more of the code.
Hands-on. One to three days a week. Fully remote.
01 — What I do
Agents need clear intent, good context, the right tools and fast feedback. You set the outcome. They do more of the work.
When code is cheap, attention is the constraint. Engineering moves upstream: framing problems, specifying intent, judging results.
A demo is not production. Agents need boundaries, constant evaluation and a way back when they fail.
02 — About
Enterprise software first, then products, platforms and data for fast-growing companies. I've led engineering and data teams and founded companies.
I still build.
You can't redesign how a team works without doing the work.
03 — When to call me
Agents ship more code, but not more confidence
A prototype works and now must work in production
You need a senior technical lead before a full-time CTO
You want to sell outcomes but still bill hours
Every project rebuilds the same context from scratch
Everyone uses AI, but margins haven't moved
04 — Questions
Yes, when it's the fastest way to decide. But I'm not extra capacity. I improve the system your engineers work in.
No. Their work moves upstream. You get more from the team you have.
Yes. Your CTO is usually who I work with most.
A monthly retainer, agreed upfront. Mostly cash, sometimes equity. Part can be tied to results.
Nothing breaks. Everything lives inside your organisation.
Fully remote.
05 — Contact
The question isn't how much code AI can write. It's how your team should work once code stops being the constraint.
Tell me what's changing and what's breaking.
If it's a fit, we start small and prove it.