1
Observe Without Leaking Sensitive Data
Trace decisions, tool metadata, state transitions, and budget spend with correlation identifiers, and redact secrets and payloads at collection time — not at query time.
Start lessonProduction Operations
Instrument runs without leaking sensitive data, expand autonomy per capability behind promotion gates and a kill switch, replay incidents safely, and manage the agent by workflow-level metrics.
Lessons in this module
Follow the lessons sequentially for best understanding
2
Roll Out Autonomy Gradually
Move each capability from offline scenarios through shadow runs, recommendations, and approved execution to bounded automation — with promotion criteria and a kill switch.
Start lesson3
Handle Incidents and Replay Safely
Freeze consequential capabilities, scope affected effects from the journal, separate reasoning failures from infrastructure failures, and replay decisions without creating new effects.
Start lesson4
Operate the Agent as a Product
Track completion, correction, escalation quality, time saved, cost, and near-misses per workflow, review tools as APIs evolve, and retire capabilities that miss their reliability threshold.
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