Services

Modernize what you have. Recover what you've lost.

Senior, outcome-based engagements that turn fragile legacy systems into modern Java, Go or Rust services — and turn undocumented code back into living business knowledge. AI does the heavy lifting; I keep it under engineering control.

Book a discovery call
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Legacy → Java / Go / Rust Migration

Incremental modernization, zero big-bang rewrite

I convert legacy code — C/C++, old Java, PL/SQL-heavy logic, buggy Node.js, aging monoliths — into clean, tested, maintainable services in Java, Go or Rust. Old and new run side by side; production never stops. Every step is backed by integration tests and proof-of-execution reports.

What you get

  • Target architecture & migration roadmap
  • Migrated, idiomatic, tested code
  • Integration tests & proof of execution
  • Performance & reliability gains

Ideal when

  • A rewrite feels too risky
  • Performance or stability is failing
  • The original authors have left
  • You're moving to cloud / microservices
Discuss a migration
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Knowledge Base Reconstruction

Turn undocumented code back into a source of truth

Your business rules and architecture are trapped inside the code, and the documentation no longer matches reality. AI explores the living system; I curate and validate the findings (the Humanizer Phase) into an accurate, continuously-updatable knowledge base — not another stale document set.

What you get

  • Reconstructed domain model
  • Business-rule catalog
  • Dependency & data-flow maps
  • Architecture decision records

Ideal when

  • Key engineers are retiring
  • Docs diverged from the code
  • You face an audit or compliance review
  • You're preparing a migration or M&A
Rebuild my knowledge base
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AI SDD Enablement & Fractional AI-Engineering Lead

Make your team fast with AI — without the debt

I install the AI SDD method inside your own team: tooling, prompt and spec templates, review gates, and the Humanizer Phase. Your engineers learn to use AI as a force multiplier within clear boundaries — so velocity goes up while architectural drift and technical debt go down.

What you get

  • AI SDD playbook tailored to your stack
  • Spec / prompt / review templates
  • Hands-on coaching & pairing
  • Governance & quality gates

Ideal when

  • AI usage is ad-hoc and risky
  • You want speed without losing control
  • You need a senior to set the standard
  • You want capability to stay in-house
Enable my team
Start here

The Legacy Modernization Audit

A low-commitment, fixed-fee starting point. In 5–10 days I run an AI-assisted scan of your codebase and deliver a risk map, a modernization roadmap, and a quantified business case — so your next decision is made with evidence, not fear.

5–10 days

Fixed scope, fixed fee, fast turnaround.

1 roadmap

A prioritized, incremental plan you own.

Business case

Quantified risk, cost and performance upside.

Request an audit
How engagements run

Disciplined, transparent, low-risk.

01

Audit

Fixed-fee assessment of the system, risks and opportunities.

02

Plan

An incremental roadmap with clear milestones and outcomes.

03

Deliver

Migration / reconstruction in safe increments, fully tested.

04

Hand over

Living knowledge and method stay with your team.

Not sure where to start?

Book a free 30-minute discovery call. We'll look at your system, your risks, and whether an Audit is the right first step.

Book a discovery call