AI Productivity Consulting
Help your development team increase their output with AI-assisted development.
No hype. Just practical workflows.
> The Challenge
Your developers spend hours navigating legacy codebases, reading documentation, and writing boilerplate. Meanwhile, AI tools promise productivity gains but nobody knows how to actually integrate them into real workflows.
Most "AI training" is theoretical nonsense about prompts. What you need is someone who's actually done this - integrated AI assistants into production development workflows and measured the results.
> What I Do
I help experienced development teams integrate AI assistants into their workflow. Not to replace developers, but to make them faster at the parts that don't require creativity.
The DevOps approach applied to development itself:
I spent years automating infrastructure (Kubernetes, Docker, CI/CD). Now I apply that same automation mindset to the code-writing process. Automate the repetitive parts. Focus humans on solving problems.
> Services
Team Workshops
Half-day or full-day workshops teaching your team practical AI-assisted development workflows. Hands-on, with your actual codebase.
Workflow Integration
Work with your team to integrate AI tools into your specific development workflow. Custom solutions for your stack and processes.
1-on-1 Coaching
Individual coaching for senior developers and tech leads looking to dramatically improve their productivity with AI assistance.
Strategy Consulting
Help your organization develop an AI-assisted development strategy. What tools, what processes, what ROI to expect.
> Real Results
Case: Legacy Codebase Refactoring
Before: 2-3 hours to refactor a feature across 15+ files. Finding all dependencies, understanding data flow, making changes, ensuring nothing breaks.
After: 20-30 minutes with AI-assisted workflow. Same quality code. Same test coverage. Significant time savings.
Specific techniques: AI-powered codebase navigation, dependency mapping, automated test generation, and refactoring assistance. Measured over 20+ similar tasks.
> Who This Is For
This is for:
✓ Right Fit:
- Experienced development teams
- Senior developers and tech leads
- Teams with legacy codebases
- Organizations serious about productivity
- Developers who want practical skills, not hype
✗ Not For:
- Junior developers learning basics
- Teams looking for magic solutions
- Organizations expecting AI to replace developers
- People wanting theoretical AI training
- Those not willing to change workflows
> Get Started
Currently accepting a limited number of consulting engagements. Focused on teams and organizations serious about developer productivity.
Contact:
Include: Team size, tech stack, and what you're trying to improve.
Not ready yet? Follow my work on GitHub or check out the blog for practical AI-assisted development techniques.