
Team JC
We made the world's fastest, cheapest, and most accurate browser use on Vultr and it doesn't even use vision.
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We made the world's fastest, cheapest, and most accurate browser use on Vultr and it doesn't even use vision.

RLForge takes any arbitrary academic paper or spec from a verifiable field - and automatically creates an RL environment.

Nusa: an AI agent that rewrites AMD's CPU inference kernels to make models run faster.
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Autonomous incident response: Pageless spawns an agent tree on each alert, runs real kubectl/Prometheus commands, and shows the operator the literal proposed fix, the classifier rule, and rejected alternatives before they approve.

Most meeting AIs summarize what happened. We prevent what shouldn't. A real-time agent that listens during the meeting and flags the moment a decision contradicts your company's legal, capacity, or prior-decision context.

Homie is a multimodal Gemini agent for Singapore's resale housing/flats. Paste a resale listing URL from the HDB portal — it runs 8 official-data tools in parallel, reads photos with Vision, and returns a verdict before you can chat with it.

5 specialist LLMs investigate your production incident. One generates hypotheses. One tests evidence. One synthesizes root cause. One red-teams the conclusion. One writes the report. Wrong answers get rejected with proof. Alert to post-mortem: 93 seconds.

An autonomous agent that turns any social profile into a personalised video — from enrichment to rendered output, zero human steps.

NebulaCode is a web-based autonomous coding agent for enterprise software delivery. It moves beyond a copilot by planning work, routing between specialist agents, executing Codespace, validating results, reviewing code, and persisting project memory.

An adversarial multi-agent court that audits police bodycam recordings in real time. Speechmatics streams the words, Featherless argues both sides, Gemini judges, Vultr runs it. Verdicts cite specific utterances and video frames — defensible by design.

VisionOps is a multimodal AI strategist that hears your business challenge, sees your whiteboard, and draws live strategic frameworks SWOT, competitive maps, business model canvases while speaking its analysis in real time. No typing. No switching tools.

Sentinel intercepts phantom tool calls – LLMs invoking functions that don't exist – before execution. A 3-layer cascade (registry match + embedding similarity + Gemin Flash verifier) corrects or blocks hallucinated tool names in under 1ms.

VoiceBroker AI is a fully autonomous voice-powered trading assistant that converts natural speech into intelligent trading actions using Gemini AI, Speechmatics, Kraken APIs, and Supabase.

7 Gemini specialist agents resolve e-commerce damage claims in <10s, then ship a Stripe-Radar-style Trust Score (0-100, 6 factors) . Sierra-style hard-rule Supervisor + pHash fraud gate + EXIF deepfake check + deterministic amount sandbox.

Verdict is an autonomous AI agent that scouts any hackathon's submitted projects and ranks them against your own judging rubric — turning every hackathon into a courtroom.