Twenty years building and leading products, 20+ products launched as Technical PO or founder. An everyday AI operator, I put agents into production for my clients and for my own tooling. Results are measured in time saved and cost.
I take vertical responsibility for delivery: from market insight to the moment it sells. Market validation (Mom Test, Business Model Canvas, Lean Startup), spec-driven roadmap, architecture, execution and quality governance: one accountable counterpart, committed to the outcome.
Twenty years fully remote, async-first, with distributed international teams. Founder coaching included: I transfer the method rather than create dependency.
I transformed my own software development lifecycle with agentic AI before recommending it to anyone. The method is proven on myself, then applied to your organization.
Process mapping, triangulation of interviews / documents / data, and a prioritized build-vs-buy action plan co-validated with decision-makers. Operated solo and heavily tooled, where a consulting bench takes 8 to 12 weeks. Minimal internal load: one decision-maker and one domain expert per entity.
For teams already using AI daily, but without method or guardrails. Every participant leaves with their own automations and supervised agents in production, built on their real cases. Program (in French) at transformation-ia.warfog.gg.
Framing, team upskilling, solid implementation of critical use cases, and security of delivered implementations (APIs, tokens, OAuth, production robustness). Steer AI without hiring a Chief AI Officer.
Executable specs, TDD, E2E tests, CI/CD, vertical traceability from requirement to release. The Jared pipeline orchestrates Claude agents across the whole cycle: product management, development, QA.
For funded founders without an engineering team: I deliver the outcome fully autonomously, a third way between building a team and steering an agency.
Blocking legacy code, vendor dependency, overpriced SaaS: the source code is the source of truth. I rebuild the specification, then take over, recode or internalize.
A build is not a one-shot. Operations are covered by a maintenance subscription, held to the same standard as the initial build.
Four projects shipped to production: measured velocity gains from ×5 to ×20, costs divided by 3 to 4. Including one delivered in 3 days against a 2-month internal estimate.
I show, we build together, you become autonomous. And nothing ships that isn't specified, tested and traceable.
Fully remote, async-first, start within 2 to 4 weeks. Three parallel engagements at most: availability is part of quality.
AI output goes through the same gates as human-written code: review, automated tests, CI. That's what keeps velocity from being paid for in debt.
Very broad functional scope coverage … fully testable.
Client PO · EdTech platform, delivered in 3 days
Very clear, and in line with best practices.
Client PO · on the delivered specifications
Plus 8 recommendations on Malt: Philippe Acquier and 7 others.