AI coding agents for small software teams, set up like production systems.
I set up AI coding agents in your real repos, with the permissions, review steps and training that your team needs. In person in Metro Vancouver or remote.
- Infrastructure manager
- MIT Agentic AI program
- 11 months running my own AI agent team
- English · Français · Español
Services
AI coding-agent setup
Your team gets AI coding agents that work in your real repos, with safe permissions and a review step from day one. You keep a written setup guide.
Team AI workshops
In one hands-on session, your developers and staff learn to use AI tools on their own tasks, and learn where not to use them.
Practical AI for operations
For small businesses: a short, fixed-scope engagement. You get a written list of where AI helps your operations, where it does not, and what to try first.
AI adoption that fits how your systems actually run
Your developers already try AI tools. The risk is that each person does it differently, with no rules on access, data or review.
I fix that. I am an infrastructure manager in Vancouver, BC. I led on-premises-to-cloud migrations, completed MIT's Agentic AI for Organizational Transformation program, and taught development teams to work with AI command-line tools.
You get a setup that your team can run, written guardrails, and people who use the tools.
Work with me in English, French or Spanish.
Book a 20-minute intro call
luis@vancouver:~$ whoami Luis Walle — infrastructure manager · AI tools trainer luis@vancouver:~$ focus problem solving · forward thinking · teaching teams luis@vancouver:~$
Where teams usually are when they call:
- "Our devs are trying AI agents ad hoc."Standardise setup, permissions and review so it's consistent and safe.→
- "We want the team trained, not just licensed."A workshop built around your actual tools and tasks.→
- "Leadership wants an AI plan but doesn't know where to start."A grounded conversation on where AI helps, where it doesn't, and what to try first.→
Guardrails and your real environment lead to tools people keep using
Who I help
Software teams of 5 to 50 people in Metro Vancouver and across BC that want AI coding agents without new security or quality problems. I also help small businesses put AI to work in daily operations, and I work alongside IT providers whose clients ask about AI.
Book a 20-minute intro callStart from your environment
Your repos, tools and policies, not a generic demo.
Guardrails first
Permissions, data handling and human review are built in from the start.
Leave the team self-sufficient
Written notes and a setup your people can maintain.
An operator's view of AI, not a vendor's
Production habits
Access, change control and rollback, applied to AI tools.
Tool-agnostic
No reseller deals. I recommend what fits your team.
Teaching first
Your people leave able to run it themselves.
What I bring
- Infrastructure manager
- On-prem to cloud migrations
- MIT Agentic AI for Organizational Transformation
- Taught AI CLI classes to developers
- English · Français · Español
“The value isn't writing more code. It's problem solving and forward thinking with the tools that already exist.”
I run my own work on an AI agent team. I set up the same for yours.
For 11 months, AI agents have run my own work every day. I test what works there first.
Book a 20-minute intro callMore done in parallel
Agents work through the list while you review results.
No lost work
Decisions and lessons stay saved for the next person.
Lower AI bills
Agents reuse what they know instead of searching again.
- 11months in daily use
- 1,400+automated checks before each change goes live
How one job runs
- 01You describe the work in plain words.
- 02The agents split it into tasks and work in parallel, each with approved tools only.
- 03You approve the result. Nothing goes out without your OK.
Safeguards
- Passwords and keys stay in a locked vault, never in a chat.
- Every job leaves a short record: goal, work, result.
- Memory and search run on my own hardware.
Local help for teams putting AI to work
What teams ask before they call
Are we too small for this?
No. The work is sized for small and mid-sized teams, and you get a fixed scope before any work starts.
Will our code or data leave our control?
No. The setup starts with permissions and data rules. The AI tools get only the access that you approve, and a person reviews the output.
Do you sell a specific AI product?
No. I have no reseller deals. I recommend the tools that fit your team and your budget.
What if the team stops using the tools after the workshop?
You keep written notes and a setup that your people can maintain.
Can you work with our French- or Spanish-speaking staff?
Yes. I give sessions in English, French and Spanish.
Not sure where to start?
Tell me what your team is trying to do with AI. We'll have a short, no-obligation conversation, in person in Metro Vancouver or remote.
Book a 20-minute intro call- English
- Français
- Español
Or email [email protected]
- 01Send a few lines on your team and tools.
- 02I reply to set up a 20-minute intro call.
- 03You get a fixed scope before any work starts.
Prefer email? [email protected]
Privacy: your name, email, and message are used only to reply to this inquiry (BC PIPA). They are not sold or used for marketing.