[A]
Architecture
Explicit code structure — boundaries, modules, where agents may or may not generate.
JST6 · iASSET workshop
Your delivery still relies on overpriced humans — or AI with no guardrails.Both end up slowing you down.
Every month without a pipeline means burned senior budget, growing debt, and a risk of vibe coding in prod. AEP seats are limited to 3 pipelines.
I no longer sell coding days. I run an agentized workshop iASSET: spec → agents → human gates → prod. Fit in 15 minutes: clear go / no-go.
~12 sem.
1er ship MedTech (Pictaderm)
3 max
Pipelines AEP en parallèle
15 ans
Dev & infra · ex-Scaleway
Why it's still stuck
Three situations we see on almost every team that wants to ship faster.
Saturated delivery, hiring too slow
A senior hire = 2–4 months + €120–150k. Meanwhile the roadmap slips and opportunity cost climbs.
Ungoverned AI = disguised debt
Code generated fast, without specs or gates: it ships… until the incident, the audit, or the rewrite.
Too many freelancers, not enough orchestration
Billed human time, uneven quality — you're still managing tickets instead of the product.
Why act now
Waiting doesn't lower the risk — it consolidates it.
The cost of waiting is measurable
~€80k freelance or €120–150k full-time senior over 10 months, vs €45k for an AEP workshop (€4,500/month) with prod included.
Capacity capped at 3 pipelines
Each client gets an isolated pipeline. No infinite waitlist: seats close when taken.
The longer you wait, the more debt grows
In FinTech / MedTech, every month without a frame (security, compliance, observability) makes catch-up more expensive.
What you get
A clear read on the pain — and a decision in 15 minutes.
- Isolated iASSET pipeline: spec → ADK/MCP agents → gates → prod
- Weekly Founding Engineer review — not vibe coding
- Clear decision from the fit audit (green / amber / red)
Find your offer in 60 seconds
4 questions to identify the right entry point and your iASSET fit.
1 / 4
Where are you?
Exclusive Methodology
Transform AI into a technological iASSET.
Move beyond vibe coding. iASSET structures your agentized pipelines — from spec to prod.
[S]
Versioned spec
Typed contracts, machine-readable intent before execution.
[S]
Security
Explicit security points — auth, secrets, compliance — verified on the diff.
[E]
Human gates
Founding Engineer review before prod merge — still master, not be mastered.
[T]
Agentized CI
Auto tests, AI cost/latency monitoring, reproducible pipeline.
Ensure the capitalization of your expertise rather than suffering a future legacy.
Still master, not be mastered.
ProgramiASSET
The Augmented Engineering Program
10-month workshop subscription at €4,500/month: less meeting noise, effort concentrated into 1 protected day per week per client + instant communication. iASSET pipeline, agents (Google ADK, MCP, Claude, Cursor…), weekly Founding Engineer review and cloud prod included.
Google ADKMCPClaudeCursorPython / FastAPI
AEP slots2/3
Expertise
IS migration & sovereign cloud
Discovery, plan, IaC, tested cutover — to Scaleway or a sovereign target. Complementary to AEP when the lever is infra.
ScalewayKubernetesTerraformCI/CDCloud Act
They trust me
Specialist in high-constraint environments (Health Data, Payments, Cloud).
Trusted by
ScalewayPictadermAdostinSGW PaymentOpenClassrooms
How the workshop works
The goal isn't to 'do AI'. The goal is a workshop that ships — with a human at the controls, not on tickets.
Spec → Agent
- Versioned intent, typed interface contracts
- Machine-readable scope before execution
- Product priorities aligned with business
Agents → Code & tools
- Business agents with Google ADK — orchestration, tools, memory
- MCP connectors to your APIs, docs and internal systems
- Claude / Cursor in parallel under iASSET conventions — not vibe coding
Gates → Prod
- Founding Engineer human review before merge
- CI/CD, tests, security, observability, costs
- Sovereign cloud deployment included
Product focus: I design and industrialize agents (ADK) and MCP servers — not just chat-generated code.
Google ADKModel Context Protocol (MCP)Tool-calling agentsScoped RAGHuman gates
Why an iASSET workshop?
You're no longer buying human time. You're buying a reproducible delivery pipeline.
Classic freelancer
- Model: human time, one client at a time
- Variable quality, you manage delivery
- ~€80k over 10 months + your time
Senior employee
- Model: one human, one product
- High quality, 2–4 month hiring
- €120–150k over 10 months
JST6 workshop (AEP)
- Model: agents + iASSET orchestration
- 3 parallel pipelines, human gates
- €45k over 10 months, prod included (or €4,500/month)
3 entry points
A starting price, a deliverable, a clear decision.
15-min call — Free
Audit & iASSET Fit
No-commitment qualification call: is your project pipeline-compatible?
Free
15 minutes for a clear go / no-go — no commitment
- Green / orange / red fit assessment
- Target architecture + pipeline scope
- Production plan (security/obs/costs)
AEP
10-month subscription
Augmented Engineering Program
Startup or team wanting a delivery workshop
€4,500/month
Dedicated pipeline · agents + gates · ~1/3 of a senior's cost
- 1 focused day / week / client + instant sync (less meeting noise)
- Isolated iASSET pipeline + ADK / MCP / Claude / Cursor agents
- Weekly Founding Engineer review + cloud prod included
Min. 20 days
Critical intervention
Exception — legacy project or off-pipeline
€750/day
Not the default model
3 months
1 months24 months
Volume discount: €750/day (1–3 months) → €600/day (24 months)
- Targeted architecture & delivery
- ADK agents / MCP servers for legacy or off-pipeline work
- Team training included
- FinTech, MedTech, sovereign cloud
Process 0 → 1
Clear steps, zero ambiguity.
- 1
iASSET fit
15 min audit, pipeline assessment, clear go/no-go.
- 2
Dedicated pipeline
Repo, CI, agents, conventions — isolated workshop for you.
- 3
Ship to prod
Human gates, cloud deployment, handover or hiring.
Frequently Asked Questions
To address objections before the call.
Isn't this just disguised vibe coding?
No. Agents produce, iASSET controls. Every merge goes through human gates: architecture review, tests, security, observability. I stay the orchestrator — not a spectator.
How many clients in parallel?
3 AEP slots maximum. Each client gets an isolated pipeline. If your project isn't compatible (exotic stack, daily pair programming need), I'll say so at the fit audit.
How do you use LLMs without degrading quality?
Versioned spec → agents in sandbox → gates before prod. Pace increases because execution is parallelized, not because standards drop.
Do you also build agents and MCPs for our tools?
Yes. Beyond code delivery, I design agents with Google ADK and MCP servers to connect your APIs, docs and systems — under the same iASSET gates (security, traceability, human review).
What they say about me
Feedback from my clients and partners
"Jean Sébastien accompanied us in the development of our web & mobile application with brilliance. He was able to build the front and back architecture, secured for health data. I recommend him!"
P
John Djaffar
CEO Pictaderm
"Jean-Sébastien is an accomplished fullstack developer: front, back, and even devops with a real infrastructure sensitivity that allowed him to implement a solution close to the highest standards in terms of security for health data. Exceptionally efficient, he knows how to develop the first version of a project with a high level of autonomy and maximum efficiency."
G
Guillaume Lebourgeois
CTO
"Jean-Sébastien successfully led many projects within Scaleway. Passionate about development, he is a serious, pragmatic, versatile, and efficient developer. He is proactive in technical choices and problem-solving. In 2021, he took over the management of a team of 7 engineers within the IT department. He strongly contributed to their growth by sharing his experience and expertise in development."
S
Antoine Courouble
Former DSI, Scaleway
In numbers
4
max AEP slots
30–45 days
median 1st ship
>95%
gates before merge
6 yrs
at Scaleway
A workshop for your critical delivery
15 minutes to validate iASSET fit and see if an AEP slot is available for your pipeline.
Scaleway expertise • ADK / MCP • FinTech • MedTech