| What it does | See where your AI coding agent's tokens go, cut the waste without breaking the prompt cache, and get a receipt for every saving
| AI infrastructure performance testing and autonomous operations platform
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
| US
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| Pricing model | Freemium
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| Pricing | Free for open source (Wrapped, all fixes with undo, receipt, skill, plugin, MCP server). Team: $30 per developer, or 10% of verified savings, whichever is lower (spend by engineer, cost per merged PR, CI gate). Enterprise: contact for self-hosted, SSO, finance exports, procurement-grade reports.
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| Key features | - Session log analysis with token pricing breakdown
- Categorized spending attribution by startup context, tool output, sub-agents, and cache rebuilds
- Safe automatic fixes for output trimming and cache countdown
- Undo capability for all changes
- Receipt comparing cost-per-commit before and after with 90% confidence range
- Shareable card with visualization of token usage
- Command output trimming to reduce context bloat
- Cache expiration countdown in status line
- MCP server integration for any agent
- Claude Code plugin with skill and MCP server
| - Automated infrastructure provisioning including OS, BIOS, firmware and VMs
- Fleet-wide infrastructure health monitoring and anomaly detection
- Autonomous incident remediation with human-in-the-loop controls
- Hardware and infrastructure recommendations from benchmark results
- Natural-language based reporting and analytics
- Benchmark-grounded quality gates for model verification
- Industry-specific AI agents with domain data and system integrations
- Transparent cost reporting and budget control
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| What makes it different | - Reads actual logs your agent already keeps, not a third-party service
- Fixes only trim new content without rewriting cache to preserve prompt optimization
- Open source under Apache 2.0 with no incentive to make you spend more tokens
| - Autonomous infrastructure management with specialist agents and human-in-the-loop safety
- Intelligent routing delivers 85% cost reduction and $100K+ savings per developer
- SOC 2 Type 2 and ISO 27001 certified for enterprise compliance
- Purpose-built agents for specific industries including datacenters, insurance, and manufacturing
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | 19 ● no change since last check |
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| Trust Flow (Majestic) | 0 | 14 |
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| Citation Flow (Majestic) | 0 | 26 |
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| Referring domains (Majestic) | 0 | 28 |
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Metrum AI