Remote-first consulting with an AI-native mindset. Building on the OpenAI API and LLMs since 2022. Supporting teams in productively adopting AI in their daily development work.
From tool selection and prompt engineering to integration into existing CI/CD pipelines. Hands-on with Claude Code, OpenAI APIs, MCP, local inference, and n8n.
What Level Is Your Team On?
There are 8 levels of AI-assisted development — where do you stand?
- No AI — Traditional development without AI tooling
- Agent in IDE, Permissions On — AI suggests, you approve every change
- YOLO Mode — Agent runs freely, trust is rising
- Diffs Fade, Conversation Leads — You stop reviewing every diff and focus on guiding the agent
- Agent-First, IDE Later — You work in the agent conversation, the IDE is just where you look at the code
- Agent Multiplexing — Multiple agents run simultaneously, you manage parallel streams
- 10+ Agents, Managed by Hand — Coordination becomes the challenge
- Build Your Own Orchestrator — You write the coordination layer, spawning and managing agents programmatically
Most teams are at Level 1–3. I help you get to Level 5 and beyond.