AI Foundry MTL

Building AI Products from system design to production.

Montreal’s premier technical community for software engineers, ML architects, and builders focused on designing, scaling, and deploying autonomous AI agents.

Zero Fluff.
High Signal.

We bypass high-level theoretical discussions to focus on a practical, execution-focused framework:"Design an AI agent to do X, and walk through exactly how to build it."

Our mission is to establish a high-signal ecosystem where the city’s elite developers dissect complex agentic workflows, enterprise teams discover talent, and VC investors track production-ready deep-tech innovation.

Our Core Pillars

The foundation of how we approach building autonomous AI systems.

Agentic Design & Architecture

Every session starts with a concrete problem. We map out the system architecture—vector strategies, multi-agent coordination, routing, and deterministic guardrails.

Full-Stack Walkthroughs

We dive deep into state management, real-time tool calling, API orchestration, and MLOps to sustain autonomous loops reliably under a production load.

Live Demo Nights

Raw, un-throttled code. No pitch decks. Just builders demonstrating running agents in real-time, followed by strict peer-to-peer technical Q&A.

Who Belongs Here

To maintain an advanced execution-focused environment, our community is curated for active builders.

ML & Core Engineers

Developing autonomous agents and complex LLM pipelines.

Founders & CTOs

Building defensible agentic moats and scalable workflows.

MLOps Specialists

Optimizing agent execution loops, latency, and cost boundaries.

Senior Product Engineers

Embedding sophisticated cognitive architectures into enterprise apps.

What to Expect

Blueprint the logic. Walk through the code. Prove it runs live.

Deconstructed Workflows

Step-by-step breakdowns of real agent stacks, examining every architectural trade-off.

Elite Talent Density

A powerful professional network that validates your practical engineering capabilities to corporate recruiters.

Venture & Industry Visibility

A recognized launchpad where enterprise partners seek specialized architects and venture capital groups source high-value technical execution.