Task 5.1
Preserve the state that must survive compression
Manage conversation context to preserve critical information
Open deckStudy decks / Domain 5
Context Management & Reliability
Context preservation, escalation, error propagation, large-codebase exploration, and provenance.
Complete domain coverage: 6 of 6 lesson decks, each mapped to the lesson objectives.
Task 5.2
Escalate on explicit boundaries, not emotional proxies
Design effective escalation and ambiguity resolution patterns
Open deckTask 5.3
Preserve partial work and make every coverage gap visible
Implement error propagation strategies across multi-agent systems
Open deckTask 5.4
Carry exact exploration state across context and crashes
Manage context effectively in large codebase exploration
Open deckTask 5.5
Route human review with segmented, calibrated evidence
Design human review workflows and confidence calibration
Open deckTask 5.6
Keep every synthesized claim attached to its evidence
Preserve information provenance and handle uncertainty in multi-agent systems
Open deck