DataFlow-AgentMM
A framework for collecting and evaluating multimodal agent trajectories in visual environments.
Details
- External ID
- 1381472282
- Source
- GITHUB
- Company
- —
- Product
- DataFlow-AgentMM
- Website domain
- github.com
- Launched
- Sept. 22, 2026
- Cohort
- —
- Upvotes
- 21
- Upvotes percentile
- 0.6211247758134768
- Tags
- —
- Fetched at
- Sept. 26, 2026, 10:54 p.m.
- Updated at
- Sept. 26, 2026, 10:54 p.m.
Enrichment
- Theme
- embodied AI and robotics platforms
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- evaluation framework for multimodal agent trajectories
- Manually corrected
- False
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 — 1495 launches clear the similarity bar, closest 8 shown.
Attention rank: #488 of 1496 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 328 days after the earliest competitor.
- Awesome-Multimodal-Embodied-Agent · github · 2026-09-10 · 58 upvotes · similarity 0.64
- aa-agentperf-local · github · 2026-09-26 · 48 upvotes · similarity 0.62
- Phyzical_org · github · 2026-09-09 · 258 upvotes · similarity 0.57
- AgentBrush · hn · 2026-06-26 · 5 upvotes · similarity 0.56
- awesome-longitudinal-ai-agents · github · 2026-09-11 · 16 upvotes · similarity 0.56
- Fractal · hn · 2026-07-21 · 14 upvotes · similarity 0.55
- Agent-harness-kit scaffolding for multi-agent workflows · hn · 2026-05-07 · 82 upvotes · similarity 0.55
- Human Archive: The World's Largest multimodal robotics dataset · yc · 2026-03-08 · 29 upvotes · similarity 0.55
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.