Reflection Needs Independent Evidence
A reflection step critiques or revises an output, but self-review can repeat the same blind spot. Ground it in criteria, tests, retrieved evidence, or a differently informed reviewer.
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AI Agent Graph Engineering
Graph Engineering for AI Agents
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Checkpoints Make Runs Resumable
Credit Assignment Links Outcomes to Earlier Choices
Graph Observability Connects Runs to Design
In this situation—explaining why a tutoring session skipped practice—which choice best applies “A Trace Records What Actually Happened”?
Message Envelopes Support Reliable Conversation
Provenance Makes Graph Claims Accountable
Trajectory Evaluation Scores Decisions Along the Path
Beam Search Trades Coverage for Bounded Width
Budgets Are First-Class Graph State
Deadlock and Livelock Need Recovery
In this situation—revising an answer until evidence coverage reaches a threshold—which choice best applies “Loops Need Progress and Stop Conditions”?
Learn After
Related
Checkpoints Make Runs Resumable
Credit Assignment Links Outcomes to Earlier Choices
Graph Observability Connects Runs to Design
In this situation—explaining why a tutoring session skipped practice—which choice best applies “A Trace Records What Actually Happened”?
Message Envelopes Support Reliable Conversation
Provenance Makes Graph Claims Accountable
Trajectory Evaluation Scores Decisions Along the Path
Beam Search Trades Coverage for Bounded Width
Budgets Are First-Class Graph State
Deadlock and Livelock Need Recovery
In this situation—revising an answer until evidence coverage reaches a threshold—which choice best applies “Loops Need Progress and Stop Conditions”?