| What it does | 3D spatial perception and 4D radar-vision fusion for autonomous machines and robotics
| Air traffic control for your coding agents
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| Stage | Established
| Startup
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| Founded | 2001
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| Based in | CA
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| Pricing model | Not given
| Open source
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| Pricing | Not given
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| Key features | - 3D and 4D spatial perception with radar-vision fusion
- 20× faster annotation, 100× quicker ground truth generation, 4× faster training
- Support for NVIDIA Jetson, NXP processors, and embedded platforms
- Object classification, 2D/3D detection, instance and semantic segmentation
- Au-Zone Maivin vision module for object detection and segmentation
- Au-Zone Raivin 4D imaging radar with camera for challenging conditions
- Reliable perception in dust, fog, rain, and darkness
| - Task queuing with dibs run wrapping commands
- Real-time job status board for all agents
- Memory and disk resource monitoring
- Agent-to-agent messaging with dibs tell and dibs say
- Human approval workflow for irreversible actions
- Browser access via end-to-end encrypted relay at app.dibs.cc
- MCP client support for Claude with read-only or action modes
- Multi-machine job distribution with --anywhere flag
- Job scheduling at specific times with dibs later
- API rate limit sharing with quota buckets
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| What makes it different | - Industry-first low-level radar-vision fusion engine
- Deploy from development to production in months instead of years
- Over 20 years of embedded engineering expertise
- Field-ready hardware modules optimized for cost, performance and reliability
- Seamless path from development to deployment with ready-to-use modules
| - Prevents agent collisions with deterministic turn-taking on shared resources
- Automatically manages machine memory and disk to keep builds running
- Agents communicate peer-to-peer while humans only handle critical decisions
- Fully open source with no per-seat or subscription fees
- Works across multiple machines with a single encrypted board
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 29 ● no change since last check | Not checked yet ● no change since last check |
| Trust Flow (Majestic) | 21 | 0 |
| Citation Flow (Majestic) | 18 | 0 |
| Referring domains (Majestic) | 22 | 0 |