AI-native staff+ engineer
Full-stack engineer who builds agentic systems and internal tools people actually adopt — embedded with the users and customers who depend on them. Twelve-plus years of production software, the last several spent making AI agents the execution layer — not the copilot.
Ask me anything about Matt's work.
I'm a multi-turn agent with tool access to Matt's real experience — agentic systems, the Memory Graph, privacy engineering, and 12+ years of shipping software. Ask about the mnox-ai skills repo and watch me read the source live.
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Experience
2026 — present
Owns agentic developer tooling for 100+ engineers and ~250 non-engineering colleagues — requirements gathered directly from internal users, shipped iteratively against their feedback. Improved autonomous-agent routing accuracy and speed by 95% across 457 repositories, lifted agent PR merge rate 12%, and cut agent operating costs ~65%.
2025 — 2026
Designed the fine-grained authorization infrastructure every team built against, plus the GDPR privacy platform: self-serve deletion, data classification, audit-grade access logging, break-glass access, and controlled data egress. Operated hybrid PM/engineering, translating customer needs straight into shipped architecture. Drove ~10x p99 latency improvement.
2024 — 2025
Brought on as technical founding partner to build a workplace-safety compliance platform, and built it end-to-end: a dynamic engine structuring safety compliance requirements around each project, crew, and type of work. Angular front end, Go backend. The product never found its market — the compliance-domain depth carried forward.
2020 — 2025
Led build-process, testing-infrastructure, and internal-tooling teams across a fintech platform. Entity generators saved 3,000+ engineering hours; testing pipeline time down 65%. Built per-market compliance into the internationalization layer. Owned the design system as front-end chapter lead.
2013 — 2020
Managed the software team shipping Smart Home IoT devices, built product modules through a CodeIgniter-to-Laravel migration, led onsite enterprise CRM implementations end-to-end as a forward-deployed consultant (incl. Ingram Micro), and ran Linux data-center administration.
Expertise
Agent architecture · tool calling · evals & hallucination prevention · RAG + memory management · context optimization · guardrails · autonomous coding agents
TypeScript · React/Vue/Angular · Node · Go · Python · PHP (Laravel) · design systems · Postgres/MySQL/Mongo/DynamoDB
Fine-grained authorization (FGA) · IAM & RBAC · GDPR & privacy-by-design · SOC 2/HIPAA/PCI-DSS control auditing · data classification & retention · audit-grade access logging · break-glass access · encryption
Onsite enterprise implementations · requirements gathering with end users · hybrid PM/eng · technical training programs · executive communication · English & Spanish
AWS/GCP · Docker/K8s · CI/CD · observability · reliability & incident response