The latest articles on DEV Community by Bhumika Jalhotra (@bhumika_jalhotra_421cf2c2). https://dev.to/bhumika_jalhotra_421cf2c2 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4232537%2F3fd7e6d4-ec1c-4e15-836d-973818ede2bb.png https://dev.to/bhumika_jalhotra_421cf2c2 en Bhumika Jalhotra Sat, 07 Nov 2026 17:25:52 +0000 https://dev.to/bhumika_jalhotra_421cf2c2/fixtrace-giving-ai-long-term-memory-for-production-incidents-525c https://dev.to/bhumika_jalhotra_421cf2c2/fixtrace-giving-ai-long-term-memory-for-production-incidents-525c <p>Every engineering team knows the frustration of recurring production alerts. Traditional LLM agents can diagnose an issue, but they suffer from amnesia—they have no persistent memory of how your specific team resolved that exact bug yesterday.</p> <p>Our Solution: FixTrace<br> Built during our latest hackathon sprint, FixTrace is an intelligent incident response agent powered by Vectorize Hindsight memory.</p> <p>How It Works<br> Ingestion &amp; Triage: Paste an error log (e.g., Stripe 502 Gateway Timeout), and FixTrace generates an automated root-cause hypothesis and triage runbook.</p> <p>Hindsight Persistence: Once engineers verify and resolve the incident, clicking "Mark Resolved &amp; Save to Memory" stores the exact pattern into Hindsight.</p> <p>The Magic Recall Loop: When a similar incident hits next, FixTrace queries its persistent memory, instantly recalling past solutions to speed up resolution.</p> <p>Tech Stack<br> Backend: FastAPI (backend/main.py), Python</p> <p>Frontend: React, Tailwind CSS</p> <p>Memory Architecture: Vectorize Hindsight memory engine</p> <p>FixTrace bridges the gap between ephemeral AI outputs and permanent engineering tribal knowledge.</p> <p><a href="https://youtu.be/6X0IbIIUlIQ" rel="noopener noreferrer">Demo video</a></p> agents ai softwaredevelopment