Show HN: Groundtrack – Continual learning for coding agents

Category: ai-ml

Tags: continual-learning, coding-agents, ai-ml, developer-tools, knowledge-management

Score: 5.7/10 (Innovation: 7, Technical: 5, Documentation: 3, Utility: 5)

Groundtrack is infrastructure for continual learning in coding agents, turning specific episodes into scoped lessons and identifying recurring systemic problems. It addresses the challenge of agents not retaining experience across sessions, though details are sparse and the project is very early-stage.

Target audience: AI researchers, ML engineers, and developers building coding agents

Repository: https://groundtrack.dev/

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