AGENTIC
BUILDING
CRASH COURSE

One day. A real codebase.
What questions appear in your head?

SAT 15 AUGUST 2026 · FULL DAY · SINGAPORE

What this is

One day, hands-on. You will spend most of it building agentic AI processes on a real, messy, inherited codebase - the kind you actually walk into on a job, not a clean tutorial repo. Then a two-week piece afterwards, on your own real work.

Why it exists

In a controlled study, doctors were given AI advice that was confident and wrong. Their accuracy got worse. The most experienced clinicians fell the hardest - because years had taught them that a well-articulated claim in their field is usually correct. They had everything they needed to catch the error. They just did not engage it.

That is the whole problem. Not that AI is too clever. That we stop asking.

So this is not a day about prompts or tools. It is about what questions appear in your head when a machine hands you something fluent - and whether the professional discipline you already have fires when the source is a chat window instead of a colleague.

What you'll be able to do

By the end of the day and the two weeks after it:

Build an agentic workflow end to end - from sitting with the person whose job it is, through to a working solution
Spot where agentic processes go wrong, and put the deterministic parts in code and the judgment parts where a human can see them
Build the whole thing, front end to back end, with a structure you can explain

The day is where you learn to think about it and build one. The two weeks is where you do the whole arc yourself, on real work.

Who this is for

This is intense. It is not an introduction to AI. You will get the most from it if you already work with AI or with software, and if you are the kind of person who likes taking a problem apart to see how it actually works - because that is most of what the day is.

Mixed on purpose: working engineers alongside people earlier in their career. Each half is the other half's exposure.

Build agentic AI processes on a real, inherited system
Intense. You should already be familiar with AI and/or software
For people who like breaking things down to see how they actually work
30-35 places only
Full day in Singapore, then two weeks building the full thing on your own work

$999 · scholarships available, depending on your application

Straight about the other half of it: this is also how I find people for the Guildhall - the C4AIL community, and the path into training and forward-deployed work. There is no certificate at the end and I am not promising anyone an outcome. Either way you will leave knowing something real about how these tools work and where they will burn you.

Apply

Places are limited and I read every one of these myself. If it is a fit I will send you the brief with the two setup steps.

What are you applying for? Name Email What do you do now?Your role, or what you are studying. GitHub username Required - you will fork a real repo on the day. No account? Create a free one at github.com/join. How do you use AI at the moment, if at all? Be honest and specific. "I paste things into ChatGPT" is a real answer. So is "I have agents running in production." So is "barely." Tell me about something AI got wrong for you - and how you caught it A real instance, not a general worry. If you have not hit one yet, say so - that is an honest answer too. Why do you want to come?A few lines. Is cost a blocker?Optional. Scholarships are available depending on your application - say so and tell me a bit about your situation.