All use cases
General AI agent use cases
Posts and repositories filed under general by keyword. The directory is collected once a day from public sources, with no model in the loop.
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Posts and repositories filed under general by keyword. The directory is collected once a day from public sources, with no model in the loop.
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A Tic-Tac-Toe game powered by Reinforcement Learning using the Q-Learning algorithm. The AI agent learns from rewards and penalties through thousands of training games and improves its decision-making skills. Developed using Python and NumPy.
Free AI YouTube Growth Agent for Macherla Guru
Agent-ready marketplace for group plans: AI agents find who's free, negotiate with the venue, split the bill and settle it with PayPal. PayPal AI Hackathon 2026.
Hey HN, We build financial AI agents, and Apgar is the tool we wrote to see whether a harness change made an agent better or worse in production. Our offline evals can't cover every kind of question or session real users bring, and the LLM judge we run in Langfuse is too expensive to use on more than a small slice of traffic, so some failures get through. Apgar is a small release health checker that sits on top of our Langfuse data. It picks up the release from the production traces, and for the
Hi HN, today we're launching the biggest update to Tella ever ( https://tella.com/ ). Tella is all-in-one video creation. You can record, edit and publish with one tool. Today we're shipping: 1. Tella Agent: An in-app video editing agent 2. Tella Motion: Rich motion graphics support 3. Auto Capture: Agentic screen recording Our in-app agent uses the same tools as our MCP. All year we've been exposing more of our editor to the MCP. So when we started working on the in-app agent a f
Hi HN, we're Ahnaf and Seungmin from Simantic ( https://simantic.com ). We are building the simulation layer that lets engineers and AI agents test and validate firmware without hardware. Before Simantic, we were ex-firmware engineers at companies like Neuralink and Tesla. We’ve worked on some of the coolest projects, like the Cybertruck and Roadster, back when they were still early prototypes. We started working on firmware back when ChatGPT didn’t exist yet, but over the years, we sa
Mika — 你手机上的私人 AI 助理，替你操作 App、上网、把事办成。An on-device AI agent for Android that operates apps and the web to get things done for you.
Autonomous AI agent workspace — Chandra runtime + FRAYMUS master system. Ed25519 identity, 7-format encoding, v13 signed mesh, Ouroboros RSI, Hermes 30-skill fleet, Motor compute dispatch, OpenClaw gateway, Kuramoto phase sync. Full autonomy.
Safe ssh vault and ssh client for ai agents
MCP server that turns a self-hosted Mealie into an AI-agent-ready kitchen: recipes, meal plans, shopping lists, Bring!, Mercadona prices, recipe import and nutrition.
AgentDesk — a tool-calling AI support agent (FastAPI + React/TS) with human-in-the-loop approvals, RAG, SSE streaming, and an offline eval suite.
AI-Agent for psychological help and affirmations
A service agnostic integration spot for AI agents to coordinate projects collaboratively, with or without human intervention
AI scheduling and recall agent for dental practices. FastAPI · LangChain · React · Docker. Mirrors the NexHealth Synchronizer API data model.