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finic-ai/kairos · 15h
Kairos is an open-source, real-time fraud and risk decisioning platform for sign-ups, logins, orders, payments and payouts.
It is an open-source alternative to commercial fraud tools, adding an agent that tunes it and decision models that work before labels exist. It starts its own Postgres, so there is no separate database to set up.
Hacker News · Show HN: Kairos – Open-source risk and fraud decisioning platform · 97 points
KKKKhazix/agent-autoloop · 28h
Agent Autoloop lets a command-line agent pick up work in the background and follow it through, asking for a decision only when something is uncertain.
It addresses command-line agents that only work while someone watches the terminal, so the job stops once the window is closed or the person walks away. A kernel of about 1650 lines of code with zero runtime dependencies coordinates the work.
GitHub · New on GitHub · 1,955 stars
claude-mem preserves context across coding-agent sessions by capturing tool usage and generating semantic summaries.
It stops an agent from forgetting a project between sessions by capturing tool observations, summarizing them and recalling them later. It runs as a local worker service with a web viewer and search endpoints, managed by Bun.
deepseek-ai/dsh-superagent-prototype · 4d
dsh-superagent is a research prototype for a proactive coding agent that works on a single GitHub repository using DeepSeek Harness.
It aims to maximize value while minimizing human attention by acting only when asked or permitted by team rules, serving developers who want autonomous coding assistance without constant oversight. It listens to GitHub and Feishu, opens work items, executes tasks in isolated agent sessions, and responds with pull requests or conversation updates.
GitHub · New on GitHub · 18,158 stars
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