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Stéphane Hamel

Staff engineer building systems that scale and pipelines that think.

Most of my public work explores one thesis: AI changes the SDLC fundamentally — not as a copilot, but as an autonomous actor with explicit contracts, guard rails, and observable state.

agent-patterns Named patterns for multi-agent systems — extracted from real pipelines
autonomous-dev-loop Issue → AI coder → PR → AI reviewer → human merge gate
ai-dev-tools Claude Code toolbox — commands, agents, skills for AI-native dev
sync-engine Hybrid REST/webhook sync — idempotent, failure-tolerant
fullstack-pilot Polyglot multi-service stack — GitOps, ADRs, trade-offs documented

Homelab

gitops-homelab Bare-metal microk8s, GPU passthrough — GitOps via ArgoCD
ollama-chat Self-hosted LLM chat UI, deployed on the above

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