— Agentic Development

Your team writes
the specs.
The factory ships
the code.

From Git issue to reviewed, tested pull request, without a single line written by hand. I set up the agentic development infrastructure that turns your specifications into production-ready software. No new hires. No trial and error.

Book Discovery Call See how it works
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Years building software across banking, automotive, consulting, and SaaS

Experience

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SaaS platforms co-founded and built from scratch

Track Record

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Faster task completion with structured agentic workflows

GitHub / Microsoft RCT

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Output increase at 80%+ team adoption of agentic workflows

McKinsey / OpenAI

— 01 The Dark Factory

Issue in.
Pull request out.
No intervention.

Named after fully automated manufacturing plants that run with the lights off. Your team writes specifications. The factory delivers reviewed, tested, documented pull requests, ready for manual testing or merging.

Your team
Dark Factory (automated)

GitHub Issue

You
Dark Factory

Planning

Implementation

Testing

Code Review

Security

Documentation

No human intervention

Pull Request

You

What every pull request includes

Structured planning

Code generation

Automated testing

AI code review

Security analysis

Documentation

— 02 The Full Picture

Four stages from tool adoption to autonomous development.

Most teams are stuck at stage one, while others quietly pull ahead. Real productivity comes from building the system around the tools. I help you move through all four stages.

Stage 1

Harness & Context Engineering

The foundation. Coding standards, automated feedback loops, and safety rules that wrap each agent. This is what turns an autocomplete tool into a reliable development partner. Without it, you get fast but unreliable output. With it, you get consistent, proven quality.

Stage 2

Spec-Driven Development

Agents handle entire features and modules, not just individual functions. You write specifications, the agent delivers implementations. The shift from writing code to reviewing outcomes.

Stage 3

Autonomous Development

The Dark Factory. Specifications go in, tested and reviewed software comes out. Holdout scenarios and automated quality gates replace manual code review. This is where the real productivity gains compound.

Stage 4

Multi-Agent Orchestration

The meta-layer that coordinates multiple agents working in parallel across branches, repositories, and teams. Task decomposition, dependency management, conflict resolution. This is where it scales.

This is not theory. I work at stages 1 through 3 every day, building production software. The question is: where does your team stand?

— 03 Process

How it works.

No lengthy programs, no strategy documents that gather dust. Practical work that produces results you can measure.

01

Discovery

We map your current stack, development workflow, team structure, and pain points. I look at your actual codebase, CI/CD pipeline, and review process. You get clarity in days, not weeks.

02

Implementation

I set up the agentic coding infrastructure directly in your repositories. Proven coding standards, automated review, quality gates, and custom workflows for your domain. Your team learns by working with it.

03

Results

Your team works independently with the new workflows. Faster pull requests, automated reviews, fewer defects. Results that compound every sprint. I offer ongoing advisory, but you will not depend on me.

— 04 Is This For You?

The right fit matters.

Great fit

  • Software companies or companies with in-house development teams
  • You have invested in coding tools but the results don't match the promise
  • You want to ship faster without the cost and time of new hires
  • You know your team could do more with the right setup, and you want proven guidance to get there
  • Leadership wants to understand where AI actually creates value, not just hype

Not a fit

  • Looking for a Copilot license reseller or tool vendor
  • Solo developer or very early-stage team (fewer than 3 developers)
  • Looking for a long-term outsourcing arrangement
  • Expecting results without team involvement or process change

— 05 Get Started

Ready to stop leaving productivity on the table?

Book a discovery call or join the waitlist. I work with a small number of clients at a time to ensure every engagement gets the attention it deserves.

— No lengthy intake forms, just a direct conversation
— Clarity on your situation within the first call
— Fixed-scope engagements, no open-ended retainers

I respond within 48 hours. No sales pitch, just a direct conversation about your situation.