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Beyond Vector RAG: How We Built an Incident-Response Agent That Remembers Failed Fixes

Author: Jyotiraditya Khuman (AI/ML Engineer, RecallOps) System: RecallOps Autonomous SRE Agent Hackathon: Hindsight AI Agents Hackathon It is 3:14 a.m. Your pager screams. payments-db is throwing HTTP 500 timeouts, checkout is stalling, and revenue is bleeding. A bleary-eyed engineer logs onto the…

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Timeline · 3 reports

  1. 2026-11-07 13:02 · DEV Community — AI
    Building an Incident Response Agent That Remembers with Hindsight
  2. 2026-11-07 12:28 · DEV Community — AI
    How We Built an Agent That Remembers Failed Fixes: Inside Recallops' Research & Memory Architecture
  3. 2026-11-07 12:23 · DEV Community — AI
    Beyond Vector RAG: How We Built an Incident-Response Agent That Remembers Failed Fixes

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