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AI and machine learning · 30 lessons · up to 10 minutes each
A planned contract-design path for structured responses and narrowly scoped tools.
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Lessons 1–10
Topic: JSON schema shape
Draw a small map of JSON schema shape in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: required and optional fields
Label the main pieces in required and optional fields in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: enum and union choices
Follow one input through enum and union choices in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: strict output constraints
Write down one practical difference between strict output constraints in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: tool name and argument schema
Mark where tool name and argument schema in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: argument validation
Annotate a minimal example of argument validation in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: refusal and incomplete states
Show how refusal and incomplete states in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: tool result validation
Describe one likely failure for tool result validation in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: schema evolution
Summarize an official example of schema evolution in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: contract tests
Match one small use case to contract tests in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Lessons 11–20
Topic: JSON schema shape
Create a small working example that uses JSON schema shape in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: required and optional fields
Combine required and optional fields in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: enum and union choices
Set up enum and union choices in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: strict output constraints
Add a check around strict output constraints in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: tool name and argument schema
Add tool name and argument schema in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: argument validation
Extract argument validation in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: refusal and incomplete states
Run sample data through refusal and incomplete states in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: tool result validation
Capture the result of tool result validation in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: schema evolution
Handle one expected failure from schema evolution in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: contract tests
Write a short usage note for contract tests in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Lessons 21–30
Topic: JSON schema shape
Add an edge-case test for JSON schema shape in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: required and optional fields
Add the relevant access, safety, or validation control to required and optional fields in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: enum and union choices
Record a small baseline for enum and union choices in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: strict output constraints
Change one measurable cost in strict output constraints in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: tool name and argument schema
Use an observable signal to explain a failure in tool name and argument schema in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: argument validation
Show that rerunning argument validation in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: refusal and incomplete states
Compare two documented approaches to refusal and incomplete states in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: tool result validation
Refine tool result validation in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: schema evolution
Check that a complete small flow using schema evolution in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
Topic: contract tests
Check the implementation of contract tests in the context of schema-constrained outputs and validated tool handoffs; save a short example or check that demonstrates the result.
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