Autonomous agents
A multi-agent engine in Python: AIs that talk, decide and act on their own, with any OpenAI-compatible model.
Vivarion, then CrashMireAI developer · PHP & Python · Saint-Mammès, near Paris
Agents, assistants, automations: I design AI and build it into applications, websites and teams. Fifteen years of production development behind me, an expert in PHP and Symfony, Python for AI, in Seine-et-Marne, in Paris or remotely.
My strong suit
Not demos: systems running in production, which I designed end to end.
A multi-agent engine in Python: AIs that talk, decide and act on their own, with any OpenAI-compatible model.
Vivarion, then CrashMirePut an agent under pressure, replay hard scenarios, measure where it gives way: agent safety, measured.
CrashMireRead, understand and check files and supporting documents with an LLM, and turn them into a clear decision.
Dokimo · DocVerifyDictate in the field, let the AI transcribe, structure and fill in the spreadsheet for you.
DictimMCP servers, structured data, APIs for agents: ChatGPT or Claude can look up your offer and act.
LiaScanAsk several models every week and track who they cite, and why.
LiaScanFrom the website that converts to the assistant that answers your customers, all the way to training your teams: one person, from the first line of code to going live.
Assistants, agents and automations connected to your tools and your data: AI where it saves time.
Business websites, line-of-business applications, redesigns: clean, fast and secure PHP/Symfony, built to last.
Be found on Google, and cited by ChatGPT, Gemini or Perplexity when your customers ask them.
Before you let an agent talk to your customers, we check how far it holds under pressure.
Train your teams to use AI every day, or your developers in PHP, Symfony and agents: on site in Seine-et-Marne, or remotely.
First test for free what AI assistants understand of your website. Two minutes, no sign-up.
Looking for a developer who can build AI in, and keep production running too? Here is what I do every day, on client missions as on my own products.
What I build when nobody asks me to: the best proof of what I can do for you.
Test for free what AI assistants understand of your website, and make it readable for them.
liascan.fr ↗The crash test for AI agents: we put them under pressure and tell you where they give way.
crashmire.com ↗An experiment to watch real AIs decide on their own, once they are given power.
levivarion.fr ↗Security bundle: spots attacks, blocks offending addresses and warns you by email.
Code on GitHub ↗Legal notice, terms of sale, privacy and cookies, assembled from one configuration, in French and English.
Package on Packagist ↗PHP and Symfony upgrades prepared automatically, new features adopted, everything tested before it ships.
Package on Packagist ↗Try every update in your site's admin before it goes to production.
Package on Packagist ↗Your site tells you at every key step: sign-up, payment, reminder, and a summary every morning.
Package on Packagist ↗Missions, consultants, time spent and invoicing in one tool, designed for IT services firms.
In progressGet a tradesperson or a home-service pro in a few taps, the way you book a ride: a platform designed for Asian countries.
SoonHelping tenants get their security deposit back, step by step.
On holdFifteen years of PHP in production, from large corporations to small businesses. AI builds on solid foundations, it does not replace them.
My own tools run online: you see what I can do before you sign.
Based in Saint-Mammès, between Fontainebleau and Montereau, south-east of Paris: we meet, or we work remotely.
What I learn while building, once a month. Articles are in French for now.
Uplift fait monter PHP, Symfony et les dépendances dans des limites que je fixe, lance les tests et me laisse décider. Premier vrai passage : Symfony 7.3 vers 7.4.21, 40 paquets.
in FrenchUn agent IA branché sur de vrais outils doit tenir quand on le pousse. CrashMire le met sous pression avec des données fictives, et dit ce qui a cédé et quels garde-fous ajouter.
in FrenchMentions légales, CGV, confidentialité, cookies : je les réécrivais à la main sur chaque site. Fineprint les assemble depuis une seule configuration, et bloque le déploiement en cas d'oubli.
A website to build, search rankings to revive, AI to integrate: tell me what you need, I answer within 48 hours.
Saint-Mammès · Moret-Loing-et-Orvanne · Montereau · Fontainebleau · Nemours · Melun · Paris · remotely anywhere in France
Or by email: cdelage.dev@gmail.com