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Reliability Engineering
From Code To Reality

Empower developers, SREs and AI agents to prevent and remediate software issues autonomously from the first line of code to production.

Trusted by Fortune 500 engineering teams

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Runtime Aware Development
  • carbon it Power IDEs & AI Agents
  • carbon tools Debug Live Production
  • solar target outline 1 Validate Before Release
  • Frame 1430106105 Performance Analysis
Autonomous Remediation
  • carbon tools Runtime-Verified RCA
  • Frame 1430106105 Triage & Route Alerts
  • solar target outline 1 Fix Recommendations & Postmortems
  • carbon it Code Deep Research

AI cannot fix what it cannot see

When code meets the real world, things break. See your code in action, across every environment in the SDLC.

AI cannot fix what it cannot see<
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Runtime-aware development
  • Supercharge IDEs and coding agents with line-level runtime code context using MCP
  • See code in action across every SDLC environment
  • Find and fix issues early during design, coding, PRs, and deployment, before production.
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Autonomous remediation
  • Real-time E2E remediation from IT/SRE alert → IDE code fix. Live debugging that produces and validates code fixes.
  • Runtime-verified RCA
    AI determined root cause are proven in live execution.
  • React to unknown unknowns
    Handle non-deterministic behavior & failures immediately.

Things break, Lightrun investigates

Feed live runtime data alongside signals from your codebase, telemetry, infra and knowledge sources to get validated root cause analysis on demand.

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Lightrun MCP

Give your AI agents
live runtime context

AI agents gain visibility into code behavior at runtime
to validate changes and dependencies.

icon Verify true behavior

AI agents detect and generated missing runtime evidence needed to strengthen reliability.

icon Zero friction

Validate code directly without plugins or context switching between tools.

icon Deep inspection

AI agents can access exact execution behavior across staging, canary, or production.

icon Enterprise ready

Runs on-prem or in the cloud, authenticated via SSO to act securely on your behalf.

  "mcpServers": {
    "Lightrun": {
      "url": "https://your-lightrun-server-domain/mcp" }
  }
Lightrun.runtime.context.answer:
{
  "accountService": "jdk.proxy2.Proxy124",
  "marketDataService": "jdk.proxy2.Proxy126",
  "fraudService": "com.stockdemo.tradeexecution.service.FraudService",
  "request": {
    "symbol": "NVDA",
    "type": "BUY",
    "quantity": 94,
    "price": null,
    "userId": "Stephen Schwarzman",
    "highValue": false
  },
  "currentPrice": 131.39,
  "totalCost": null,
  "isValid": true,
  "account": null
}

No vendor lock-in.
Works across your tool stack.

With 100+ integrations to your stack, offering prevention and remediation,
wherever your software runs.

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Security and privacy

Securely supporting the largest companies in the world across regulated industries

icon Enterprise Compliance

ISO 27001 and SOC 2 Type II certified with GDPR and HIPAA alignment. Full RBAC, SSO, and audit logging.

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icon Lightrun Sandbox

Read-only execution with instrumentation isolation, without impact on production.

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icon End-to-End Encryption

TLS 1.3 in transit and AES-256 encryption at rest, backed by AWS KMS with annual key rotation.

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icon Secure AI SRE Integrations

Read-only integrations with least-privilege access. Customer data is never modified.

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icon Data Privacy Controls

Configurable retention, PII redaction, prompt sanitization, and zero data retention with AI providers.

icon IP & AI Protection

No source code storage, no model training on customer data, and strict execution guardrails.

icon Tenant Isolation

Logical tenant separation, dedicated secret storage & fully isolated AI sandboxes.

Self-healing software
starts with runtime truth