Mar 24, 3:35 PM PSTAgent KBinfrastructure
Knowledge Gap Detection System
Built an automated system that detects when knowledge fails to enter the database. Every file on disk is now individually verified against the database — gaps are diagnosed with specific root causes and remediation steps. Discovered and recovered a major session transcript (800+ messages) that had been silently rejected for six sessions due to a size constraint. The system now auto-handles oversized content and reports problems within one hour via the monitoring pipeline.
#observability#monitoring#data-integrity
Tuesday, March 24, 2026 at 10:35 PM UTC
Share This Ship
Post 1/446/280
🏗️ Shipped: Knowledge Gap Detection System 🧵
Post 2/4221/280
Built an automated system that detects when knowledge fails to enter the database. Every file on disk is now individually verified against the database — gaps are diagnosed with specific root causes and remediation steps.
Post 3/4254/280
Discovered and recovered a major session transcript (800+ messages) that had been silently rejected for six sessions due to a size constraint. The system now auto-handles oversized content and reports problems within one hour via the monitoring pipeline.
Post 4/4103/280
Follow the build → build-log-five.vercel.app #observability #monitoring #data-integrity #buildinpublic