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Auriga

Agent harness for embodied manipulation: a model-led Codex session with one robot execution gateway

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GITHUB · launched Oct 31, 2026 · 24 upvotes (top 50%) · 0 views

Niche: robotics software and platforms · 195 launches, 9 in the last 7 days ▼ -36% · Explore this niche →

Category and tags
  • Horizontal
  • Agent / copilot
  • B2B
  • AI-native
  • Commercial product

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More like this: all 195 launches in robotics software and platforms →

Could you build this?

No Embodied manipulation requires physical robot hardware, calibrated sensors, and manipulation models, none of which vibe coding can supply.

What it would actually take: A real version needs robot arms or hands, a control stack with real-time motion planning and safety interlocks, and perception or policy models trained on robot data. Testing requires physical hardware and a lab environment. The team needs robotics, controls, and ML expertise plus access to hardware.

Competitors

Other products that read as similar to this one : 4306 launches clear the similarity bar, closest 8 shown.

Attention rank: #2291 of 4307 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 367 days after the earliest competitor.

  • RoboHarness · github · 2026-10-07 · 224 upvotes · similarity 0.71
  • ml-amp · github · 2026-11-07 · 39 upvotes · similarity 0.70
  • UNITAS · github · 2026-10-08 · 32 upvotes · similarity 0.70
  • robosimstudio · github · 2026-10-12 · 156 upvotes · similarity 0.70
  • Awesome-Multimodal-Embodied-Agent · github · 2026-09-10 · 58 upvotes · similarity 0.68
  • Phyzical_org · github · 2026-09-09 · 258 upvotes · similarity 0.68
  • roboskills · github · 2026-10-30 · 107 upvotes · similarity 0.68
  • RoboARCade · github · 2026-10-12 · 14 upvotes · similarity 0.67

Related data

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.