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Verity
Update the city road status real time
Long Horizon Agents Hack
Explore the projects and technologies built at the hackathon.
Showing 1–30 of 55 projects

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Update the city road status real time

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NuserAI is a family assistant that watches live camera context, remembers caregiver preferences and unfinished tasks, searches the web when it needs more information, and only takes actions the family allows.

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made a platform for generating hyper-personalyzed topical local ads

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Livik is an AI agent that optimizes models for on-device hardware, running unattended for hours, days or weeks: it rewrites GPU kernels, tests every attempt on the real device, and remembers everything it learns so it never repeats itself and reuses its best kernels on new models.
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Continuous monitoring of the Construction site using EdgeAI

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Kill a long-running agent mid-booking on a website, change the website while it's down, and watch it come back with no memory, notice what changed, and adjust accordingly.

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When a patient's genetic test comes back "we're not sure yet," Vigil keeps checking until there's an answer.

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Riff: an autonomous creative-testing loop for marketers.

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See the waves anywhere in the world.
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A local AI news anchor who tells your about upcoming events

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Breakout is a live AI news desk for the fastest-rising open-source projects on GitHub. It watches the entire public GitHub firehose, spots repos breaking out, researches why on the live web, and goes on air with a cited bulletin

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Seekr is an embodied visual shopping agent that explores 3D spaces, understands the objects it sees, and finds similar real-world products online from their appearance, material, and style.
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Two simulated Unitree G1 humanoids spar in live MuJoCo physics, with a research agent evolving each style's moves and per-robot Liquid AI vision models deciding from each robot's own eyes.

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It is a recipe recommendation system that also fetches a video tutorial for the recipe from the web.

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An agent for people who went to an event but missed their best leads: it researches each lead's company, writes the follow-ups, and learns your style from every fix without re-reading its own history.

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Lethe is an agent runtime with expiring memory. It keeps one small state object it rewrites itself, gives every fact a TTL, and never lets raw web pages into the prompt. Demo: a pricing agent watching the live RV market for hours with a context that never grows.
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Long running agent that makes medical procedures visually understandable to their pacientes.
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ssentially chaos engineering for AI agents. It compresses a simulated 24-hour production shift into minutes, injecting incidents while the same agent’s history and memory accumulate. In our demo, the agent first diagnoses an expired authentication credential, remediates it, and verifies recovery. Ra

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HorizonCraft is a personal world builder for anyone who'd rather talk than build: you chat about your life and an agent models landmarks from the places you mention, matches the sky to their real weather and time of day, remembers who you are, and keeps working for hours without losing its place.

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an agent that turns plain-English design requests into validated 3D CAD parts. It stays accurate over thousands of engineering changes by keeping a small working state instead of a growing transcript.

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AutoSvr keeps your savings at whichever FDIC-insured bank is paying the most — crawling bank rate pages every day, parsing them with an LLM, and moving your deposit only when the better rate clears the cost of the transfer.

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Creating real life avatars with agents running them behind the scenes.

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An agent which lets you before your code breaks

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ClearLine keeps your family’s daily check-in alive on their phone—with on-device voice and a local agent that finishes the next step privately, even when you’re across the country and life interrupts the 8pm call.

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Constantly running agent that diagnose and resolves production issues automatically

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Watches your vendors' sub-processor lists and DPAs for months and flags any change that breaks your data policy, at constant memory cost.

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Aegis is an AI-powered SRE platform that investigates incidents, recommends safe fixes, verifies the results, and records every decision for auditing.

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Memory on Alarm lets long-running AI agents put old research to sleep, watch the live web for the one change that matters, and automatically wake that memory to act again, instead of carrying stale context forever or forgetting it.
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LevelForge is a testbed for long-horizon agent memory — an LLM repairs a 2D level action-by-action while a deterministic validator, not the model, judges whether it actually solved it.
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For growers and cold-storage operators, a long-horizon agent that follows the same tomato day after day, runs a cheap local vision model on every photo, and pays for GPT-5 only when its persistent memory says a change deserves a closer look.