I help tech companies ship with AI agents and automate processes at scale
CTO & Co-Founder, AI Buddy Catalyst Labs • Ottawa, Canada
Tech companies know they need to move faster with AI. Most just don't know where to start.
I work with founders and engineering leaders on two things. First, AI native development consulting. I help engineering teams shift from traditional coding to agent driven development. Not prompt engineering. Full production pipelines where AI agents go from spec to deployment, with verification systems that make the software actually reliable.
Second, enterprise wide AI automation. I go inside organizations, sit with teams across departments, find the highest leverage automation opportunities, and build the systems. I currently do this for an engineering organization with 300+ employees, leading their AI transformation hands on.
I also authored “AI Agent 2026,” a book on building production systems with AI agents, and write regularly about how the role of the engineer is changing as verification replaces code authorship.
Agent Driven Development
Spec driven pipelines where AI agents go from requirements to verified, production ready code.
Enterprise Transformation
Hands on AI transformation for organizations with 300+ employees. Strategy, implementation, and culture shift.
Global Team, Local Roots
Ottawa based company with a distributed engineering team across 7 countries. Building production software daily.
Published Author
“AI Agent 2026” covers building production systems with AI agents. Written from real experience, not theory.
Three ways I can help
Whether you need consulting, platform setup, or end to end automation, every engagement starts with understanding your problem.
Agentic Development Consulting
Teaching engineering teams to ship with AI agents. Maturity assessment, pipeline design, spec driven development, and a 6 layer trust verification system.
Secure AI Agent Platforms
Claude Code, OpenClaw, NemoClaw setup with production security hardening. Not the default install that ships with 512 known vulnerabilities.
Enterprise AI Automation
Connecting AI agents to your CRMs, Slack, databases, and internal tools. AI that actually touches your real workflows, not just generates text in isolation.
Where I've built and led
Projects I've shipped
Enterprise AI Transformation: 300+ Employee Organization
Agent driven development strategy, AI product auditing, and engineering culture shift for a major software company. Hands on implementation of agentic workflows and company wide AI automation leadership.
Multi-Tenant SaaS with Complex RBAC
Production grade sports management platform for a Belgian client. Multi-party payment routing via Stripe Connect, full CI/CD pipeline, Azure infrastructure with security hardening.
Doc Director: Hybrid RAG Document Platform
AI document platform with voice onboarding, semantic chunking, hybrid retrieval, knowledge graphs, and multi model AI architecture.
AI Productivity Copilot for Marketing Agency
Custom AI agent system for a digital marketing agency. Automated workflows, intelligent content generation, and business process optimization.
InstaRAG: Production RAG Pipeline Library
Open source library for building production ready RAG pipelines. Semantic chunking, hybrid retrieval with BM25 and vectors, and structured output validation.
What I write about
Thoughts on agentic engineering, AI verification, and the future of software development.
When the AI Agent Writes “return true” to Pass Your Tests
Goodhart's Law playing out in real time. When a measure becomes a target, it ceases to be a good measure. Why property based tests and holdout scenarios matter more than ever.
The November 2025 Inflection Point That Changed Everything
Every coding agent before November 2025 had the same fatal flaw. Then something flipped. How inference time optimization inverted the error dynamic entirely.
Tools I build with daily
What clients say
“Working with Aukik was an absolute delight! He is truly a jackpot when it comes to professionalism and talent.”
Ready to move on AI?
If your engineering org wants to move beyond prompt level AI adoption, let's talk architecture first. No pitch, just problem solving.
Book a Free Architecture Call