Show HN: Kakveda – Failure intelligence and pre-flight warnings for LLM systems(github.com)
github.com
Show HN: Kakveda – Failure intelligence and pre-flight warnings for LLM systems
https://github.com/prateekdevisingh/kakveda
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https://github.com/prateekdevisingh/kakveda
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I’m sharing Kakveda, an open-source project that explores failure intelligence for LLM and agent-based systems.
Most observability tools help analyze failures after they happen. Kakveda treats failures as first-class entities that can be remembered, matched, and used to warn before repeating known failure modes.
Key ideas: - Global Failure Knowledge Base - Deterministic failure fingerprints - Pre-flight “this failed before” warnings - Failure pattern detection - System health scoring over time
The project runs locally via Docker Compose and does not require a hosted service.
Docs: https://kakveda.com
I’d appreciate feedback on the architecture and ideas.