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AI and machine learning · 30 lessons · up to 10 minutes each
Prompt and Context Design
A planned path to make prompts clearer, versioned, and testable against edge cases.
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Prompt and Context Design
Permanent access to the lessons published in this track when you buy. Future lessons are not included. 0 of 30 lessons are published; 0 are in owner review and 30 are Coming Soon.
$29.0030 lessons still in progress
Beginner
Lessons 1–10
01 Prompt and Context Design: Sketch goal and audience
Topic: goal and audience
Draw a small map of goal and audience in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Beginner4 minComing Soon02 Prompt and Context Design: Name the parts of instruction hierarchy
Topic: instruction hierarchy
Label the main pieces in instruction hierarchy in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Beginner5 minComing Soon03 Prompt and Context Design: Trace an example of input constraints
Topic: input constraints
Follow one input through input constraints in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Beginner6 minComing Soon04 Prompt and Context Design: Compare choices for examples and demonstrations
Topic: examples and demonstrations
Write down one practical difference between examples and demonstrations in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Beginner7 minComing Soon05 Prompt and Context Design: Find the boundary in context selection
Topic: context selection
Mark where context selection in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Beginner8 minComing Soon06 Prompt and Context Design: Inspect an example of output format directions
Topic: output format directions
Annotate a minimal example of output format directions in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Beginner9 minComing Soon07 Prompt and Context Design: Connect ambiguity and edge cases to a neighboring concept
Topic: ambiguity and edge cases
Show how ambiguity and edge cases in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Beginner10 minComing Soon08 Prompt and Context Design: Spot a failure mode in prompt versioning
Topic: prompt versioning
Describe one likely failure for prompt versioning in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Beginner3 minComing Soon09 Prompt and Context Design: Read an official example of comparative prompt tests
Topic: comparative prompt tests
Summarize an official example of comparative prompt tests in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Beginner5 minComing Soon10 Prompt and Context Design: Choose a use case for prompt injection boundaries
Topic: prompt injection boundaries
Match one small use case to prompt injection boundaries in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Beginner6 minComing Soon
Intermediate
Lessons 11–20
11 Prompt and Context Design: Build an example with goal and audience
Topic: goal and audience
Create a small working example that uses goal and audience in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Intermediate4 minComing Soon12 Prompt and Context Design: Compose instruction hierarchy with another component
Topic: instruction hierarchy
Combine instruction hierarchy in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Intermediate5 minComing Soon13 Prompt and Context Design: Configure input constraints for a small case
Topic: input constraints
Set up input constraints in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Intermediate6 minComing Soon14 Prompt and Context Design: Validate inputs around examples and demonstrations
Topic: examples and demonstrations
Add a check around examples and demonstrations in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Intermediate7 minComing Soon15 Prompt and Context Design: Use context selection in a short workflow
Topic: context selection
Add context selection in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Intermediate8 minComing Soon16 Prompt and Context Design: Refactor output format directions into a reusable unit
Topic: output format directions
Extract output format directions in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Intermediate9 minComing Soon17 Prompt and Context Design: Exercise ambiguity and edge cases with sample data
Topic: ambiguity and edge cases
Run sample data through ambiguity and edge cases in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Intermediate10 minComing Soon18 Prompt and Context Design: Observe prompt versioning outputs
Topic: prompt versioning
Capture the result of prompt versioning in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Intermediate3 minComing Soon19 Prompt and Context Design: Recover from a comparative prompt tests failure
Topic: comparative prompt tests
Handle one expected failure from comparative prompt tests in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Intermediate5 minComing Soon20 Prompt and Context Design: Document prompt injection boundaries behavior
Topic: prompt injection boundaries
Write a short usage note for prompt injection boundaries in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Intermediate6 minComing Soon
Advanced
Lessons 21–30
21 Prompt and Context Design: Test a boundary around goal and audience
Topic: goal and audience
Add an edge-case test for goal and audience in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Advanced4 minComing Soon22 Prompt and Context Design: Harden instruction hierarchy
Topic: instruction hierarchy
Add the relevant access, safety, or validation control to instruction hierarchy in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Advanced5 minComing Soon23 Prompt and Context Design: Measure input constraints
Topic: input constraints
Record a small baseline for input constraints in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Advanced6 minComing Soon24 Prompt and Context Design: Reduce cost in examples and demonstrations
Topic: examples and demonstrations
Change one measurable cost in examples and demonstrations in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Advanced7 minComing Soon25 Prompt and Context Design: Diagnose a context selection failure
Topic: context selection
Use an observable signal to explain a failure in context selection in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Advanced8 minComing Soon26 Prompt and Context Design: Make output format directions repeatable
Topic: output format directions
Show that rerunning output format directions in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Advanced9 minComing Soon27 Prompt and Context Design: Review trade-offs in ambiguity and edge cases
Topic: ambiguity and edge cases
Compare two documented approaches to ambiguity and edge cases in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Advanced10 minComing Soon28 Prompt and Context Design: Improve prompt versioning maintainability
Topic: prompt versioning
Refine prompt versioning in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Advanced3 minComing Soon29 Prompt and Context Design: Verify comparative prompt tests end to end
Topic: comparative prompt tests
Check that a complete small flow using comparative prompt tests in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Advanced5 minComing Soon30 Prompt and Context Design: Audit prompt injection boundaries against its source docs
Topic: prompt injection boundaries
Check the implementation of prompt injection boundaries in the context of prompt instructions, example selection, and trusted context; save a short example or check that demonstrates the result.
Advanced6 minComing Soon
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