Home / AI-Driven Development
// SERVICE

AI-Driven
Development

Enable your team to leverage AI tools effectively. Transform how your developers work, boost productivity, and ship better software faster.

// THE SHIFT

AI is Changing How We Build Software

The developers who embrace AI tools aren't just coding faster โ€” they're fundamentally changing what's possible. They ship features in hours that used to take days. They explore solutions they never would have considered.

But here's the challenge: most teams aren't capturing this potential. They've tried ChatGPT or Copilot, but haven't transformed their workflows. The tools are powerful, but knowing how to use them effectively requires a shift in mindset and process.

I help teams make that shift โ€” turning AI from a novelty into a core part of how they work.

Up to 5x
Faster feature delivery
Up to 40%
Less time on boilerplate
Higher
Developer satisfaction
Better
Code quality & tests
// SERVICES

How I Help Teams Adopt AI

AI Tooling Strategy

There's a flood of AI tools out there. I help you cut through the noise and build a stack that actually works for your team and codebase.

  • Evaluate and select AI coding assistants
  • Configure tools for your specific tech stack
  • Set up custom prompts and workflows
  • Integrate AI into your existing CI/CD pipeline

Workflow Transformation

AI changes what's possible. I help teams redesign their development workflows to take full advantage of AI capabilities.

  • AI-first code review processes
  • Automated documentation generation
  • AI-assisted testing and QA
  • Intelligent debugging workflows

Team Training & Enablement

Tools are only as good as the people using them. I train your developers to become effective AI-assisted engineers.

  • Hands-on workshops with real code
  • Prompt engineering for developers
  • Best practices and pitfalls to avoid
  • Ongoing coaching and support

Custom AI Integration

Beyond off-the-shelf tools. I help build custom AI solutions tailored to your specific development needs.

  • Custom AI agents for your workflows
  • RAG systems for internal documentation
  • Codebase-aware AI assistants
  • AI-powered internal tools
// USE CASES

Where AI Makes the Biggest Impact

๐Ÿ’ป

Code Generation

From boilerplate to complex functions. AI can generate code that follows your patterns and conventions.

๐Ÿงช

Test Writing

Generate unit tests, integration tests, and edge cases automatically. Improve coverage without the tedium.

๐Ÿ“

Documentation

Auto-generate API docs, code comments, and technical documentation that stays in sync with code.

๐Ÿ”

Code Review

AI-assisted reviews catch bugs, suggest improvements, and ensure consistency before human review.

๐Ÿ›

Debugging

Explain errors, suggest fixes, and trace issues through complex codebases faster than ever.

๐Ÿ”„

Refactoring

Transform legacy code, update patterns, and modernize codebases with AI-assisted refactoring.

// ECOSYSTEM

AI Tools I Work With

I stay current with the rapidly evolving AI development landscape and help teams choose the right tools.

GitHub Copilot
Code completion
Cursor
AI-native IDE
Claude
Advanced reasoning
GPT-4
General purpose
Codeium
Free alternative
Tabnine
Privacy-focused
Amazon Q
AWS integration
Custom LLMs
Self-hosted options
// CONCERNS

Addressing Common Concerns

"Will AI replace our developers?"

No. AI amplifies developers, it doesn't replace them. The developers who learn to work with AI become significantly more productive and valuable. Think of it like the shift from manual testing to automated testing โ€” it changed the job, but made testers more effective.

"What about code quality and security?"

Valid concern. AI-generated code needs review just like human code. I help teams establish review processes, set up guardrails, and train developers to critically evaluate AI suggestions. Used well, AI can actually improve code quality by catching issues humans miss.

"Our code is proprietary โ€” is it safe?"

Data privacy is crucial. I help teams understand the privacy implications of different tools, set up enterprise agreements, and where needed, implement self-hosted solutions that keep your code completely private.

"How do we measure ROI?"

We establish baselines before adoption and track key metrics: time to ship features, bug rates, developer satisfaction, code review turnaround. Most teams see clear productivity gains within weeks of proper adoption.

// OPTIONS

Ways to Work Together

WORKSHOP

Team Workshop

A focused 1-2 day workshop to get your team up to speed on AI-assisted development.

  • Hands-on with your actual codebase
  • Tool setup and configuration
  • Best practices and workflows
Fixed price per workshop
RECOMMENDED
TRANSFORMATION

Full Enablement

A 4-8 week program to fully transform how your team develops software with AI.

  • Tool strategy and selection
  • Workflow redesign
  • Team training and coaching
  • Ongoing support and iteration
Monthly retainer
ADVISORY

Ongoing Advisory

Regular touchpoints to keep your team at the cutting edge as AI tools evolve.

  • Monthly check-ins
  • New tool evaluations
  • Slack/email support
Flexible hours per month
// LET'S TALK

Ready to Get Started?

Let's discuss how I can help your team build better software, faster.