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AI and machine learning · 30 lessons · up to 10 minutes each
AI Agent Workflows
A planned workflow track emphasizing narrow tools, explicit limits, and traceable outcomes.
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AI Agent Workflows
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 AI Agent Workflows: Sketch bounded goal definition
Topic: bounded goal definition
Draw a small map of bounded goal definition in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Beginner4 minComing Soon02 AI Agent Workflows: Name the parts of tool inventory
Topic: tool inventory
Label the main pieces in tool inventory in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Beginner5 minComing Soon03 AI Agent Workflows: Trace an example of tool permission scope
Topic: tool permission scope
Follow one input through tool permission scope in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Beginner6 minComing Soon04 AI Agent Workflows: Compare choices for single-step action loop
Topic: single-step action loop
Write down one practical difference between single-step action loop in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Beginner7 minComing Soon05 AI Agent Workflows: Find the boundary in observation and next step
Topic: observation and next step
Mark where observation and next step in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Beginner8 minComing Soon06 AI Agent Workflows: Inspect an example of state and handoff
Topic: state and handoff
Annotate a minimal example of state and handoff in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Beginner9 minComing Soon07 AI Agent Workflows: Connect stop and escalation rules to a neighboring concept
Topic: stop and escalation rules
Show how stop and escalation rules in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Beginner10 minComing Soon08 AI Agent Workflows: Spot a failure mode in parallel work constraints
Topic: parallel work constraints
Describe one likely failure for parallel work constraints in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Beginner3 minComing Soon09 AI Agent Workflows: Read an official example of trace inspection
Topic: trace inspection
Summarize an official example of trace inspection in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Beginner5 minComing Soon10 AI Agent Workflows: Choose a use case for replay and safety checks
Topic: replay and safety checks
Match one small use case to replay and safety checks in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Beginner6 minComing Soon
Intermediate
Lessons 11–20
11 AI Agent Workflows: Build an example with bounded goal definition
Topic: bounded goal definition
Create a small working example that uses bounded goal definition in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Intermediate4 minComing Soon12 AI Agent Workflows: Compose tool inventory with another component
Topic: tool inventory
Combine tool inventory in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Intermediate5 minComing Soon13 AI Agent Workflows: Configure tool permission scope for a small case
Topic: tool permission scope
Set up tool permission scope in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Intermediate6 minComing Soon14 AI Agent Workflows: Validate inputs around single-step action loop
Topic: single-step action loop
Add a check around single-step action loop in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Intermediate7 minComing Soon15 AI Agent Workflows: Use observation and next step in a short workflow
Topic: observation and next step
Add observation and next step in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Intermediate8 minComing Soon16 AI Agent Workflows: Refactor state and handoff into a reusable unit
Topic: state and handoff
Extract state and handoff in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Intermediate9 minComing Soon17 AI Agent Workflows: Exercise stop and escalation rules with sample data
Topic: stop and escalation rules
Run sample data through stop and escalation rules in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Intermediate10 minComing Soon18 AI Agent Workflows: Observe parallel work constraints outputs
Topic: parallel work constraints
Capture the result of parallel work constraints in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Intermediate3 minComing Soon19 AI Agent Workflows: Recover from a trace inspection failure
Topic: trace inspection
Handle one expected failure from trace inspection in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Intermediate5 minComing Soon20 AI Agent Workflows: Document replay and safety checks behavior
Topic: replay and safety checks
Write a short usage note for replay and safety checks in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Intermediate6 minComing Soon
Advanced
Lessons 21–30
21 AI Agent Workflows: Test a boundary around bounded goal definition
Topic: bounded goal definition
Add an edge-case test for bounded goal definition in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Advanced4 minComing Soon22 AI Agent Workflows: Harden tool inventory
Topic: tool inventory
Add the relevant access, safety, or validation control to tool inventory in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Advanced5 minComing Soon23 AI Agent Workflows: Measure tool permission scope
Topic: tool permission scope
Record a small baseline for tool permission scope in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Advanced6 minComing Soon24 AI Agent Workflows: Reduce cost in single-step action loop
Topic: single-step action loop
Change one measurable cost in single-step action loop in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Advanced7 minComing Soon25 AI Agent Workflows: Diagnose a observation and next step failure
Topic: observation and next step
Use an observable signal to explain a failure in observation and next step in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Advanced8 minComing Soon26 AI Agent Workflows: Make state and handoff repeatable
Topic: state and handoff
Show that rerunning state and handoff in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Advanced9 minComing Soon27 AI Agent Workflows: Review trade-offs in stop and escalation rules
Topic: stop and escalation rules
Compare two documented approaches to stop and escalation rules in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Advanced10 minComing Soon28 AI Agent Workflows: Improve parallel work constraints maintainability
Topic: parallel work constraints
Refine parallel work constraints in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Advanced3 minComing Soon29 AI Agent Workflows: Verify trace inspection end to end
Topic: trace inspection
Check that a complete small flow using trace inspection in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Advanced5 minComing Soon30 AI Agent Workflows: Audit replay and safety checks against its source docs
Topic: replay and safety checks
Check the implementation of replay and safety checks in the context of bounded tool-using agents, handoffs, and stopping rules; save a short example or check that demonstrates the result.
Advanced6 minComing Soon
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