What the studio offers

Teams still deploying by hand, or scared of their own pipelines.

You’re on a legacy tool with no migration plan: we can advise, not operate.

• ✓Full pipeline: lint, test, build, security scan, deploy
• ✓Automated deployments to staging and production
• ✓Secret centralisation wired into the pipeline
• ✓Runbook documentation for the team

Startups & SMEs whose infra is slow, too costly, a security worry, or cracks as soon as traffic climbs.

You want a full cloud migration from scratch: that’s a separate mission, let’s talk.

• ✓Mapping and analysis of performance bottlenecks
• ✓Cost reduction (right-sizing, idle resources)
• ✓Security hardening (access, secrets, exposed surface)
• ✓Automatic scaling driven by real load (queue depth, not just CPU/memory)
• ✓Prioritised roadmap by impact / effort

You learn about incidents from your users. Never again.

You want a managed, plug-and-play solution: Datadog may be enough.

• ✓Monitoring stack deployed and configured (Grafana / Prometheus / Loki)
• ✓Dashboards readable by ops AND decision-makers
• ✓Tuned alerts: no noise, no alert fatigue
• ✓Business metrics alongside technical ones

Legacy apps on VMs or bare-metal, or services to deploy on a cluster.

You’re after full long-term managed cloud infrastructure: that’s out of scope.

• ✓Clean Dockerfiles (multi-stage, root-less when possible)
• ✓docker-compose for staging and local reproducibility
• ✓Env vars, secrets, healthchecks done right
• ✓Kubernetes manifests (Deployments, Services, Ingress) or Helm charts
• ✓Scaling, probes and resource configuration on the cluster
• ✓Cutover and deployment documentation for the team

You know it’s risky, but you don’t know where to start.

You already handle it all with AWS Secrets Manager + KMS, and it’s tidy.

• ✓Audit of current secrets (where, who, how)
• ✓Centralised vault (Infisical or Vault) with rotation
• ✓Integration into your services and CI/CD
• ✓Onboarding / offboarding procedures for the team

Your app is online but has no gate: anyone can see or edit the data.

You already have a well-configured identity provider (Auth0, Keycloak).

• ✓Account system: sign-up, sign-in, forgotten password
• ✓Sign-in with Google and other providers
• ✓Roles and permissions: who sees and does what
• ✓Sessions and passwords stored following best practices

You store your data in files, a spreadsheet, or a hastily built database.

You need a large-scale analytical data warehouse: we’ll point you to a specialist.

• ✓Choosing the right database (PostgreSQL, MySQL, MongoDB, etc.)
• ✓Schema design: consistent data with no duplicates
• ✓Migration of your existing data
• ✓Automatic backups with restore tested

Large, regular or very specific AI needs, with confidentiality requirements.

A one-off, light AI need: serverless integration will cost less.

• ✓GPU sizing matched to the model and load
• ✓Deployment of open-source models (LLM, OCR, RAG, NER, speech-to-text…)
• ✓A private API exposed to your applications
• ✓Hosting available in France, data under your control

Products that want an AI feature without running dedicated infrastructure.

You have massive, constant volume: dedicated hosting will be more cost-effective.

• ✓A model sized to each need
• ✓Serverless integration, billed per token
• ✓Guardrails: capped costs, framed responses
• ✓Usage and cost tracking

Teams juggling several AI models or providers.

You only use a single model: the gateway adds little.

• ✓A single gateway in front of all your models
• ✓A standardised call method, whatever the provider
• ✓Switch and balance between models without touching code
• ✓Centralised usage and cost tracking

Founders & SMEs with a clear business need who want a clean, maintainable product.

You only want a design mockup, with no development.

• ✓Product scoping and argued tech choices
• ✓Full-stack development (front, back, database)
• ✓Infra, CI/CD and deployment included from day one
• ✓Documented, handed-over code, no lock-in to me

Project owners who want to test their idea before investing heavily.

You want the full final product in v1: take the full build instead.

• ✓Scoping the minimum that actually makes sense
• ✓A working, deployed MVP usable by real users
• ✓Tech choices made to grow without a rewrite
• ✓A clear plan for what’s next (keep vs. drop)

You have a ready app or website (yours or built with AI) and simply want it online, cleanly.

Your app isn’t finished yet or crashes locally: see “Finish a project”.

• ✓Domain name and HTTPS certificate purchased and configured
• ✓Hosting chosen to fit your budget and needs
• ✓App or site put online, database included if needed
• ✓You leave with what you need to put it back online yourself

Leaders and teams steering on gut feeling for lack of a clear view of their numbers.

You need a large-scale data platform: we’ll point you to a specialist.

• ✓Connection to your data sources
• ✓Clear, decision-oriented dashboards
• ✓Business indicators defined with you
• ✓Automatic data refresh

Teams whose cloud bill climbs with no clear explanation.

You don’t have cloud infrastructure yet: nothing to optimise for now.

• ✓Detailed analysis of your cloud spend
• ✓Cost-tracking dashboards per service
• ✓Concrete optimisations (right-sizing, idle resources)
• ✓Budget-overrun alerts

You built a good base, often with AI, but the last pieces are missing.

You’re starting from scratch with no base: see design or MVP.

• ✓Review and cleanup of existing code
• ✓Completion of the missing features
• ✓Go-live if needed
• ✓A reliable app you understand and can grow

You have a broken, inherited or unstable project, and no one to take it over.

The project is healthy and merely unfinished: see “Finish a project”.

• ✓Diagnosis: what breaks and why
• ✓Fixing bugs and unpredictable behaviour
• ✓Cleanup of the code and dependencies
• ✓A working, documented project again

You have a live product to monitor and evolve with peace of mind.

You want a heavy one-off development: that will be a dedicated mission.

• ✓Continuous monitoring and alerts
• ✓Fixes and security updates
• ✓Small evolutions over time
• ✓A contact available when needed