Show HN: Distributed LLM tracing and GH PR/issue linking [Apache 2.0] (github.com)

A new tool called Synty has been announced, aimed at enhancing the coding experience by passively recording developer sessions with coding agents (such as Claude Code, Codex, and Cowork) alongside GitHub activities. Synty allows users to query their work memory to easily recall past sessions or pull requests related to their current task, facilitating a more efficient workflow. The tool operates locally, storing data in open formats like JSONL and SQLite, ensuring that users maintain complete control over their information without reliance on external APIs. The significance of Synty lies in its ability to streamline the development process, especially in team environments, by providing a structured way to access past interactions and code changes. Its architecture promotes a "local-first" approach, enabling users to build a personal knowledge base without compromising data privacy. Additionally, the tool employs advanced retrieval techniques, such as per-token document scoring, which enhances search accuracy compared to traditional vector embeddings. This combination of features positions Synty as a powerful aid for developers and teams looking to boost productivity through improved context retrieval and memory management.