Marvin Knabe
Mechanical-engineering technician (in training)
**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:
fro...
$60/hr
(0)
Portfolio
(1 project)
broke
My Specialities
Development Stacks
AI Development & Engineering
AI Consulting & Strategy
AI for Business Automation
Specialities
AI Applications
SaaS Platforms
AI Integrations
Skills
Python Next js AI AgentsPrototyping NodeJS/ReactJSAI DevelopmentCustom AI Tools
Biography
**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.
## How I work
- **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 cod...
Hourly Rate
$60
per hour
Mechanical-engineering technician (in training) | Germany | Custom AI Tools, AI Agents, Function Calling / Tool Use (OpenAI, Claude), Project Management, Javascript/Typescript
