Teach one agent a bounded role
Teach one repeatable role with explicit inputs, outputs, sources, exclusions, escalation, and tests before adding tools or broader autonomy.
After TTC-102, TTC-105Learn →
Free English AI School · 20 lessonsUnderstand AI.
Understand AI.
Teach it well.
Start with fluent answers and their limits. Finish with bounded agents, visible memory, tests, accountability and portable workflows. No account required.
CLASSROOM PRINCIPLEThe agent is the student.Evidence before confidence.People retain judgment.Public lessons · primary sources · reusable exercises
Knowledge and provenance
Store each usable fact or rule with its origin, owner, date, scope, status, and relationship to the source so it can be challenged and retired.
After TTC-103, TTC-108Learn →
Examples, counterexamples, and corrections
Teach behavior with paired examples and counterexamples, then turn each observed mistake into a scoped correction and a new test.
After TTC-108, TTC-109Learn →
Visible memory and forgetting
Durable agent memory should be inspectable, attributable, editable, versioned, and removable—and it affects behavior only when a workflow brings it into context.
After TTC-109, TTC-110Learn →
Structured rules, YAML, and AGENTS.md
Use AGENTS.md as a readable instruction map and structured YAML for narrow machine-checkable rules; keep authority, scope, defaults, and tests explicit in both.
After TTC-105, TTC-111Learn →
Version history and rollback
Version every behavioral change with a focused diff, rationale, tests, and an exact recovery path to a known approved state.
After TTC-111, TTC-112Learn →
Creative collaboration
Use AI to widen and vary creative options, while a human sets intent, checks provenance, selects, edits, and accepts responsibility for the final work.
After TTC-102, TTC-103, TTC-105Learn →
Workplace task design
Redesign a workplace task as explicit inputs, transformations, checks, decisions, and handoffs before deciding which bounded steps AI should assist.
After TTC-102, TTC-103, TTC-105Learn →
Suggested pathsA route, not
A route, not
a pile of pages.
Each preset expands its prerequisites. Or choose exactly what matters and generate an instruction pack for your own agent.
Safe start
Understand limits, write clearer briefs, verify claims and protect ordinary data.
Compose this path →Teach one agent
Build a bounded, reviewable agent using provenance, examples, memory and tests.
Compose this path →Responsible deployment
Design least-privilege workflows, evaluations, accountability and rollback.
Compose this path →Living curriculumCurrent because
Current because
changes are reviewed.
Scheduled source checks can detect changed primary documentation. They prepare evidence for editorial review; they never turn external text into authority or publish claims automatically.