Eight years turning Laravel, PrestaShop and Flutter codebases into revenue. Now I wire Claude agents, eval harnesses and prompt-caching pipelines into them — without a rewrite.
FIG. 01agent pipeline, annotated
FIG. 02measured
0+
Years shipping production code
0%
Inference cost cut with prompt caching
0
Working languages, FR and EN
FIG. 03selected work, plan view
A few systems worth opening up. Each AI project has a full architecture write-up behind it.
A job-search agent that runs itself: five scrapers feeding a Claude scorer with prompt caching, plus an evaluable drafter.
Read the write-up
A five-file module pattern that wires a Claude agent into the PrestaShop back-office without touching core.
Read the write-up
Fixture-based evals with tolerance bands, run on every prompt edit and every model update — so silent regressions surface in CI, not in support tickets.
Read the write-up
FIG. 04capability matrix
Demos are easy. These are the parts that decide whether an AI feature is still working in three months.
Multi-step Claude SDK agents: tool loops, structured output, retries, and graceful degradation when the model returns something unexpected.
Fixture-based regression harnesses with tolerance bands, run on every prompt edit and every model update. Silent drift fails CI instead of reaching users.
Prompt caching, batching and model routing. One production bill dropped roughly 80% in a single afternoon — same calls, same model, same outputs.
Five proven insertion points for bolting agents onto Laravel and PrestaShop apps that are already earning, without pausing the roadmap.
Laravel, Vue, Flutter, Firebase, MySQL. End to end, A to Z, including the maintenance nobody volunteers for.
FIG. 05notes from production
Patterns, costs and failure modes from shipping AI features into real codebases.
You have a Laravel app shipping revenue and a roadmap that suddenly says "add AI". Here are the 5 highest-ROI insertion points — with patterns, code, and the failure modes I have actually hit in production.
A walkthrough of the AI-agent system I built to run my own job search and freelance pipeline — five scrapers, a Claude scorer with prompt caching, an evaluable drafter, and the design decisions I made along the way.
PrestaShop is the workhorse of EU e-commerce, and bolt-on AI is the obvious next move for catalog ops. Here is a minimal 5-file PrestaShop module pattern that wires Claude SDK into the back-office without touching core — production-ready, with the failure modes I have hit.
FIG. 06client record
Prestation rapide et efficace, aucun problème.
Next step
An AI feature on a product that already ships, or a fullstack build from zero. Tell me the constraint you are stuck on.