| What it does | AI agents with operational context to prevent and resolve failures across enterprise software, systems, and processes
| Free Chrome extension that checks any page for search engines, AI answers and AI agents
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| Stage | Established
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| Founded | 2019
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| Based in | Not given
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| Pricing model | Not given
| Open source
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| Pricing | Free Plan at $0 with limited Lightrun AI SRE features; Pro and Enterprise plans available at custom pricing by contacting sales.
| Free. Optional: bring your own API keys for DataForSEO (for keyword and backlink data) and Cloro (for unattended AI answer panels), with costs paid directly to those providers.
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| Key features | - AI agents with operational context across software, systems and business processes
- Custom agents tailored to enterprise landscape including legacy services
- Approval gates and confidence thresholds for agent actions
- Enterprise compliance with ISO 27001 and SOC 2 Type II certification
- TLS 1.3 encryption in transit and AES-256 encryption at rest
- Dynamic telemetry and performance metrics collection
- Multi-instance debugging for Kubernetes and Serverless
- IDE plugins for IntelliJ, PyCharm, WebStorm and VS Code
- PII redaction and data privacy controls
- Reduced MTTR from hours to minutes
| - SEO audit: checks titles, headings, canonicals, robots rules, structured data and redirects
- GEO audit: checks HTML that AI crawlers read before JavaScript and robots.txt permissions
- AXO audit: tests whether agents can name buttons, fields and use forms
- Whole site crawl: up to 200 pages for broken links, duplicates, orphans and soft 404s
- AI answer reading: integrates with ChatGPT, Gemini, Claude, Perplexity, Google AI Mode and AI Overview
- Agent journeys: runs up to 15-step browser agent tests on your own API keys or Chrome's built-in model
- MCP server: hosted at mcp.workpods.ai/mcp for use in Claude and other MCP-compatible clients
- CI/CD integration: npx command to fail builds on high-severity checks
- Copy fix prompts: converts findings into prompts for coding agents
- Severity levels: every check passes, fails, or partly passes with severity ratings
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| What makes it different | - Only platform combining AI agents with full operational context of enterprise systems
- Reduces incident resolution time by 90%
- Works across legacy systems, SAP and modern platforms
- 763% ROI and $5.62M NPV over three years
- Enterprise-grade security with logical tenant separation and AI sandboxes
| - Free and open source under Apache 2.0 licence with all checks visible on GitHub
- Agent journeys stop before submitting forms or making purchases, safe to run on live sites
- Works with your own API keys or Chrome's free built-in model, no vendor lock-in
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 65 ● no change since last check | 35 ▲ +35 (up) since last check |
| Trust Flow (Majestic) | 14 | 0 |
| Citation Flow (Majestic) | 35 | 0 |
| Referring domains (Majestic) | 569 | 0 |