1
Set Budgets and Stop Conditions
Bound steps, wall-clock time, tokens, cost, retries, and external impact, detect loops from repeated signatures, and define a terminal state for every way a run ends.
Start lessonBounded Execution and Human Approval
Enforce budgets and terminal states, gate consequential actions behind approvals bound to exact arguments, and make pauses durable across restarts and delays.
Lessons in this module
Follow the lessons sequentially for best understanding
2
Add Human Approval Where It Matters
Gate actions by consequence, confidence, novelty, and policy, show reviewers the exact proposed effect, and bind every approval to the exact arguments it covers.
Start lesson3
Build Durable Pause and Resume
Persist timers, pending approvals, webhook correlation, and retry schedules so paused runs survive restarts and revalidate against a changed world before acting.
Start lessonKey skills
What you'll master in this module
Practical knowledge
Gain practical experience you can apply immediately
Expertise
Develop deeper domain expertise
Communication
Learn to communicate your knowledge effectively
Documentation
Create your own notes and documentation
Problem analysis
Learn systematic approaches to complex problems
Optimization
Optimize for performance and efficiency
Tips for success
How to get the most out of this module
1
Proceed step by step
Don't move on until you fully understand the previous lesson
2
Practice regularly
Spend daily time on the practical lesson exercises
3
Take notes
Write down key insights and your own thoughts
4
Ask questions
If something is unclear, ask the community for help
5
Test knowledge
Validate learning with exercises and quizzes
6
Share insights
Teach concepts to others to reinforce retention