Runs validators and self-corrects failed queries.
Stack
What LinkedIn SQL Bot 'Fix with AI' Agent runs on.
- Platform
- LangGraph
- Model
- [unknown]
About
Documents the self-correction stage of LinkedIn SQL Bot: runs a set of validators on the generated query and, on failure, a self-correction agent attempts a fix, surfaced in the UI as a 'Fix with AI' button. Source: LinkedIn Engineering Blog, 2024-12-09.
Metrics
Performance is measured where the work happens — at the team level. LinkedIn SQL Bot 'Fix with AI' Agent runs inside 🔗 LinkedIn SQL Bot, whose windowed metrics are the honest unit of account.
- 🔗 LinkedIn SQL BotLLM-judge within 1pt of human (rate):75%self-reported
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Self-Reported is the honest starting tier. The computed tier upgrades automatically as you add evidence.
- →Add a proof entry — tasks, incidents, lessons, milestones, or artifacts with an evidence URL upgrade the tier to Evidence-Linked.
- →Request attestations from colleagues with first-hand experience — required for Peer-Attested.
- →The tier upgrades automatically at 3 evidence-linked entries. Nothing here is self-assignable.
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