Hello, I'm

Ryan McCue

Engineering leader building the systems that make AI-assisted delivery reliable.

Engineering Manager AI Delivery Systems Developer Productivity Calgary, AB
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About

Making AI-assisted delivery work in real teams.

I'm an Engineering Manager with 10 years of full-stack development experience, currently leading teams at Clever Real Estate. I write about what changes when AI makes code cheaper to produce: specs, review load, proof standards, release confidence, and the management work around software delivery.

Outside of work, I'm building Hivemind, an AI coding-agent orchestration platform, and using those lessons to explore what reliable AI-assisted engineering systems actually require.

More About Me
Projects

What I've Built

🧠

Hivemind

A full-stack F# platform that orchestrates Docker containers running AI coding agents at scale.

F# SAFE Stack Docker Claude Code Codex CLI
🎙️

Clair Flow

Cross-platform AI voice dictation — speak naturally, get polished text injected into any app.

F# SAFE Stack Swift Rust WebSocket AssemblyAI
⚡

AI Development Workflow

Custom AI agent orchestration connecting chat interfaces to coding agents, task management, and deployment pipelines.

Node.js TypeScript Matrix Docker
Blog

Latest Writing

ai engineering-management

AI Didn't Kill the Engineering Team. It Shrunk the Implementation Cell.

AI-native engineering teams can run smaller implementation cells, but delivery only improves when specs, proof, ownership, and release safety get more …

ai engineering-management

Who Owns the AI Delivery System?

AI adoption is no longer just a tooling decision. It is becoming part of the engineering delivery system, and someone has to own that system.

ai engineering-management

AI Changed Your Pipeline, Not Just Your Editor

AI sped up code generation. The real question now is whether your delivery system can safely absorb more generated change.

Let's Connect

Working through AI delivery friction?

I like comparing notes with engineering leaders on where AI helps, where it moves the bottleneck, and what the delivery system needs next.

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