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DataFlow-AgentMM

A framework for collecting and evaluating multimodal agent trajectories in visual environments.

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GITHUB · launched Sep 22, 2026 · 21 upvotes (top 38%) · 0 views

Niche: ai agent evaluation platforms · 182 launches, 8 in the last 7 days ▼ -50% · Explore this niche →

Category and tags

  • Horizontal
  • Observability & eval
  • Developer
  • AI-native
  • Hobby / open-source project

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Could you build this?

Partial Scaffolding an agent framework can be done quickly, but building a robust multimodal trajectory collector across diverse visual environments requires complex environment sandboxing, action spaces, and screenshot/video frame synchronization.

What it would actually take: The architecture requires containerized simulation environments (e.g., Playwright browsers, OS-level virtual desktops via VNC/X11, or game engines), low-latency frame capture pipelines, structured action-space schemas, and multimodal evaluation metrics (VLM judges or ground-truth state verifiers). Developing this requires strong distributed systems engineering, robotics/OS-world-model tooling knowledge, and multimodal ML evaluation expertise.

Competitors

Other products that read as similar to this one : 3529 launches clear the similarity bar, closest 8 shown.

Attention rank: #1252 of 3530 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 328 days after the earliest competitor.

  • Nex-N2.6 · github · 2026-11-10 · 22 upvotes · similarity 0.65
  • Awesome-Multimodal-Embodied-Agent · github · 2026-09-10 · 58 upvotes · similarity 0.65
  • SuperNav · github · 2026-10-08 · 143 upvotes · similarity 0.65
  • aa-agentperf-local · github · 2026-09-26 · 48 upvotes · similarity 0.63
  • ATAS · github · 2026-10-12 · 234 upvotes · similarity 0.63
  • 4DCodeBench · github · 2026-10-02 · 70 upvotes · similarity 0.62
  • roboworm · github · 2026-10-29 · 44 upvotes · similarity 0.61
  • Video2World · github · 2026-10-05 · 101 upvotes · similarity 0.61

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