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AI Engineer · Rimouski, Quebec, Canada

GabrielLafrance

I build with AI agents end to end, and I build the environments that let them verify their own work.

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  • AI agents
  • Agent orchestration
  • Self-verifying environments
  • Code review automation
  • Technical leadership
  • Product engineering

02Approach

How I work

  1. 01

    Agents ship, I approve

    I write the ticket. A team of agents writes the code, opens the pull request, and reviews it. I make the final call.

    See it inAgent Team
  2. 02

    Agents check their own work

    I build environments where agents run what they made, act in it, and read traces and frame time before they call it done.

    See it inVoxelTech
  3. 03

    Workflows written down

    Settle decisions, write the ticket, build, review. My agents follow the same steps every time because the steps are code.

    See it inSkills
  4. 04

    Strict foundations

    New projects start from proven modules, with lint-enforced limits that keep agent-written code from sprawling.

    See it inParts

03Background

Experience

About

I am an AI-first engineer. I lead code at InputKit, I founded Apollo Labs, and most of what I ship today is written, reviewed, and tested by agents I direct.

I am also a compulsive builder. I cannot take a week off without building something: my last vacation produced a Minecraft-like game and the environment its agents use to test it.

I treat AI capacity as something to use fully. Every subscription runs at its limit, because tokens left unused at reset are wasted.

Rimouski, Quebec, Canada

  1. InputKit

    Code lead

    I lead the code for a team of four developers.

    • Led a re-architecture that split oversized files and database tables, cutting infrastructure costs about five times.
    • Migrated authentication.
    • Shipped AI features in the product: AI-written replies and sequences, plus MCP, ChatGPT app, and Claude app integrations.
    • Worked on compliance with Law 25, Quebec's privacy law.

  2. Apollo Labs

    Founder

    My own AI startup.

    • Built AI studios for image, video, and audio, plus chat and workflows, as one product.
    • Built Apollo Predictions, a forecasting system run by about thirty agents.

05Contact

Let's talk.

I am not looking for a new role right now, but I am always open to a conversation about AI engineering. Reach me by email, on LinkedIn, or on X, in French or English.

Email meLinkedInGitHubX

lafgab01@hotmail.com