Scott HazlittAI Fluency

Coding agent help Winnipeg

Coding-agent help for Winnipeg builders and curious learners.

Learn how to use tools like Codex, Claude Code, and GitHub Copilot without blindly trusting them. The goal is better prompts, safer review habits, and more confidence shipping small projects.

Outcomes

What changes after focused help.

Understand how to frame coding-agent tasks clearly.

Use tests, diffs, and browser checks to catch mistakes.

Know when to ask the agent to inspect, plan, implement, or verify.

Leave with a repeatable workflow for your current project.

How we can use the time

Start with one real task.

Project setup and repair

Work through local setup, broken builds, confusing errors, or missing validation steps.

Agent workflow practice

Learn when to plan, when to edit, when to test, and when to stop and review.

Shipping safely

Use git, lint, build checks, screenshots, and diff review to reduce the risk of AI-assisted mistakes.

Proof

Built from real agent-assisted projects.

This website, the AI Fluency Sprint portal, PuckReady, and several public AI/data tools were built through practical AI-assisted development workflows.

View proof of work

Questions

Before you reach out.

Is this for professional developers only?

No. It is useful for intermediate developers, vibe coders, and curious builders who want stronger review habits.

Can you help with my current repo?

Yes, as long as the scope is safe and specific. We can work through setup, prompts, tests, and review habits together.

Will the agent write everything for me?

No. The coaching focuses on steering, reviewing, and understanding enough to stay responsible for the result.

Want help applying this to your own work?

Send a short note about your current tool, your comfort level, and one task you want to make easier. I will reply with a practical next step.

Request a free AI fit check