Show HN: Distributed LLM tracing and GH PR/issue linking [Apache 2.0]

Category: devtools

Tags: llm-tracing, agent-memory, developer-tools, local-first, semantic-search, mcp

Score: 7.5/10 (Innovation: 7, Technical: 8, Documentation: 8, Utility: 7)

Synty passively records coding-agent sessions and GitHub activity into a local, searchable memory for developers and their agents. It uses a late interaction ColBERT model for semantic retrieval with per-token scoring, all running locally with no external API dependencies. The tool's combination of local-first privacy, team collaboration via shared buckets, and an MCP interface for agents makes it a novel productivity tool for LLM-assisted development.

Target audience: backend devs, data engineers, devops

Repository: https://github.com/superlinked/synty · Rust · Apache-2.0 · 1 stars

View on Hacker News