Architecture
Explicit code structure — boundaries, modules, where agents may or may not generate.
ROIMVP in prod in 30–45 days — without hiring a senior
≈ €75–105k saved over 10 monthsfrom €4,500/ month (≈ 1/3 of a fully loaded senior's cost)
Agents + iASSET gates · dev & cloud included · pipeline live in 1 week
Not vibe coding: a reproducible pipeline from spec to prod — framed agents, mandatory human review.
3 pipelines max — gate quality guaranteed
Each AEP client gets this isolated chain. Agents execute, the Founding Engineer controls.
Product spec
Versioned intent, typed contracts, machine-readable scope
Agents
Claude, Cursor, specialized agents — context framed by repo
iASSET gates
Human review, tests, security, observability before merge
Cloud prod
Sovereign deployment, monitoring, runbook
Each letter = a control, not a buzzword.
Explicit code structure — boundaries, modules, where agents may or may not generate.
Typed contracts, machine-readable intent before execution.
Explicit security points — auth, secrets, compliance — verified on the diff.
Founding Engineer review before prod merge.
Auto tests, AI cost/latency monitoring, reproducible pipeline.
Capitalize your expertise rather than suffer a future legacy.
Still master, not be mastered.
Case studies and blueprints — not theory.
Health data mobile app — architecture pivot, security gates, MVP in 12 weeks.
View pipelineFinTechMulti-PSP orchestration at €3M+/month — vault, retries, monitoring.
View pipelineiASSET + CursorSpec → Cursor agents → CI gates on auth gateway and gRPC microservices.
View caseBlueprintFull thread: from spec to merge request with skills, hooks and policy.
Open blueprint15 minutes for a green / orange / red fit and to see if an AEP slot is available.