Cantem.
Editorial

The Studio

We read what comes next — then we build the engineering that lets you act on it.

We build harnesses and agents around frontier LLMs: evals, guardrails and control surfaces that turn a promising demo into something a law firm can trust. The unglamorous engineering that makes AI dependable.

We integrate that work deep into real operations, not beside them — and when a language model is the wrong tool, we train a custom one that fits. Our work spans law, real estate, finance and matters of the heart.

We are four people who take a project end to end: from the first read of a problem to a system in production that a team relies on every day. No hand-offs, no theatre — just the engineering.

Practice

Three disciplines, one studio.

01 — 03
01

LLM Harnesses

Evals, guardrails and control surfaces around frontier models — the engineering that turns a demo into something teams can rely on in production.

02

Agents & Product Engineering

Retrieval, orchestration, tool use, agentic workflows — taken from first prototype to production scale as real, shippable product.

03

Deep Integration

AI that lives inside your operations, not beside them. And when an LLM isn't the right tool, we train a custom model that is.

Capabilities

The toolkit we reach for — chosen per problem, not per fashion. Nineteen groups, typeset as an index.

19
01 Backend & Microservices
Node.jsNestJSExpress / FastifySymfonyDjangoFastAPIFlaskSpring BootgRPCCeleryArchitecture microservicesEvent-driven
02 Frontend & Modern Web
ReactNext.js (App Router, RSC)TypeScriptTailwind CSSshadcn/uiRadix UITanStack QueryZustandReduxStorybookViteVue.jsAngularMaterial UI
03 Cloud/DevOps
AWS (Lambda, RDS, S3, SQS)AWS CDKSSTGCP / GKEDockerKubernetesTerraformAnsibleGitHub ActionsGitLab CIVercelNginxDatadog / Grafana / Sentry
04 IA & Production LLM
RAG (Retrieval-Augmented Generation)Agents IA (CrewAI)AWS BedrockOpenAI APINLP (spaCy, NLTK)TensorFlowDataiku
05 Bases de données
PostgreSQLMySQLMongoDBRedisSQLiteAWS AuroraOpenSearchElasticsearchDrizzle ORMSequelizePrisma
06 API/Temps réel
REST / RESTfulGraphQLWebSocketsgRPCWebhooksFiles de messages (RabbitMQ, SQS, Kafka)CronJobsSOAP
07 Auth & Security
Auth0NextAuth.jsJWTOAuth2RBACSSO (Keycloak, Active Directory)CyberArk
08 Tests
JestReact Testing Library
09 Outils
ZodPNPMHuskyCronJobFirebase
10 IA pour le Code
Roo codeCursorCopilot
11 Paiements
StripeGoogle PayApple PayPaypal
12 Mobile
Modules Natifs (Caméra, Maps, QR Code)Notifications Push (Firebase, Onesignal)
13 Blockchain
Expérience Blockchain
14 Outils Dev
ZodPNPMHuskyFirebase
15 Autres
FigmaAdobe XDPhotoshopIllustrator
16 Soft Skills
Travail d'équipeCommunicationRésolution de problèmesAdaptabilité
17 Langues
Anglais (Courant)Français (Natif)
18 Intérêts
IA/MLBlockchainWeb3
19 Méthodologie
Agile/ScrumKanbanPratiques CI/CDTest-Driven Development (TDD)Culture DevOps