Practical, open learning with no sign-up
Choose what you want to achieve and follow a clear path with explanations, practice, and sources. Start without coding and progress to projects, automation, and production systems.
Choose your path
Learn what it can do, how to request useful results, and how to spot mistakes before relying on them.
Create my first pathEvaluate processes, documents, data, and automation with privacy and human review.
Start the assessmentCode with agents, connect local models, and build reliable RAG systems and automations.
View the technical pathSmall business guide
Start with a measurable problem and finish with a workflow that a person can supervise, stop, and improve.
Recommended path · 6 decisions · fictional data for practiceMap who does what, where work waits, and which failure costs money before choosing a tool.
Classify information, minimise what you send, and decide what must remain local or restricted.
Limit one task, define sources and abstention rules, and keep the previous process as a fallback.
Test normal, ambiguous, and adverse cases. Compare quality, time, cost, and errors with the baseline.
Assign an owner, logs, backups, alerts, human review, and a degraded mode that still works.
Expand permissions and automation only when the pilot has evidence, cost controls, and a clear exit path.
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