Modernize what you have. Add AI where it pays off.
Bring aging systems forward without betting the business on a rewrite, and put AI to work where it earns its keep — tied to real workflows, with cost controls and engineering discipline. Practical outcomes, not hype.
Most systems don't need to be thrown away. They need senior judgment about what to fix, what to migrate, and what to leave alone.
Legacy rescue
Aging .NET, outdated frameworks, brittle integrations, "the one person who understood it left." I stabilize it, document it, and give you a path forward.
Incremental migration
Modernize in safe, shippable steps instead of a risky big-bang rewrite. The business keeps running while the platform gets better.
Cost & risk reduction
Cloud right-sizing, dependency cleanup, and shoring up security and reliability — so the system costs less and breaks less.
AI creates leverage only when it's wired into real workflows and guarded by engineering discipline. That's the kind I build.
Agentic systems
Multi-step agents that plan, execute, recover, and report — with real error handling, observability, and cost controls. Built for production, not demos.
RAG & LLM integration
Connect language models to your own data and workflows: retrieval systems, internal knowledge tools, and LLM-backed product features that scale.
AI coding harnesses
Custom tooling around Cursor, Copilot, Claude Code, and MCP that makes your developers faster without giving up quality control.
I didn't just adopt AI — I built a multi-agent coding orchestrator.
Parasite is my own CLI-first platform that breaks development work into parallel streams, routes them to specialized agents, and runs the full delivery lifecycle. It's the engineering depth behind the AI work I do for clients.
16 specialized agent roles
A 4-tier pipeline of planners, reviewers, coders, testers, debuggers, and integrators — each optimized for its job.
AST-validated edits
Changes are structurally validated with tree-sitter across 8 languages. No broken syntax, no string-matching hacks.
Cost guardrails
Estimate before you run, enforce budgets during execution, and track spend per model. Serious AI, on a budget.
Get Early Access
Parasite is in active development. Join the waitlist to hear when early access opens.
Wondering where AI or modernization fits?
Start with a short assessment — I'll tell you honestly where there's real ROI, and where there isn't.