Labs
AI AgentActiveStarted May 24, 2026

PATROAM Dev-log

A personal agent that runs on any model, and support me with my projects, daily stuffs like news, stock prices, gold price,...

Source

Instead of a traditional LLM that will hallucinates sometimes, this agent has got a RAG and knowledge graph,...

Development Log

  1. Project planning - creating - managing agent

    So I gave Patroam access to my ClickUp space, Github repos, Slack channels, so now it has multiple access to my projects and can help me keep track, develop and manage my projects better without any distractions, work has been more efficient since

  2. Slack bridge prototype

    Wired a Slack bot so summaries land where I already am.

  3. Relevance threshold tuning

    Added a scoring pass so I only get pinged for things above a bar. Cut noise by ~70%.

  4. First end-to-end summary loop

    Got the fetch → embed → summarize loop running on a schedule. Latency is the enemy.