AI & Automation
Your team ships more with AI-assisted engineering, that holds up in production.
I enable your engineering team to adopt AI-assisted engineering the right way – across the whole SDLC: requirements, planning, architecture, review, testing and docs. With shared standards, review gates and tests instead of scattered Copilot usage.
Services
Enablement formats for your engineering team
No tool bingo, but training, workshops and mentoring that let your team ship measurably faster and more reliably – across the whole SDLC.
Catalyst Workshop (half-day)
Get AI-assisted engineering off the ground – ideal to convince skeptical teams and leads – and bring AI safely into daily work.
Agentic Engineering
Autonomous AI agents with tool-calling, guardrails and human-in-the-loop – orchestrated professionally, not blind vibe-coding.
Workflow Automation
n8n, LLM pipelines and integrations that take over repetitive tasks – GDPR-compliant, self-hostable.
Team Training on your real code
The whole SDLC with AI: custom playbooks, on your codebase, for developers, PO/PM and design.
Mentoring (embedded, 2 to 4 months)
Like agile coaching, but for agentic engineering: I join your rituals, establish standards and measure impact (throughput, AI utilization, change failure rate).
AI MVP takeover
Take a prototype to production: stabilization, tests, security, deployment and a clean handover.
Ready to enable your team?
Let's talk about your team and your SDLC. Free and non-binding.