Mechanical-engineering technician in training, building software with AI agents through a spec-first, version-controlled process.

I come from machine technology. I build software the way I would build a machine: from a specification and a defined process, not ad-hoc prompts. AI agents do the execution. I write the specs, direct the workflow, and review the output.

My focus is where my two fields meet: mechanical-engineering knowledge and AI agent development.

• ext-broke: token budget extension for AiderDesk. Compresses agent input in three stages (structural, truncate, summarize) and offloads summarization to a local Ollama model.

• BMAD (Breakthrough Method for Agile AI-Driven Development): role-based agents, written specs, and planning artifacts versioned in Git, with quality gates between phases.
• AiderDesk as the agentic coding implementation of those specs.
• Every project ships its planning artifacts publicly. The process is auditable, not just the result.

• Finishing my qualification as State-Certified Technician, Mechanical Engineering (expected July 2027).

• Email: 777marvin.dev@proton.me
• LinkedIn: https://www.linkedin.com/in/marvin-knabe/