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Your AI agents can finally
see live production

Lightrun’s inline runtime sensor lets every coding agent, AI SRE, and agentic workflow ensure code behaves as intended under true execution conditions

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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

Trusted by Fortune 500 engineering teams

UnitedHealth Group Inc INDITEX CWT
ADP Priceline.com Optum
Citibank DRATA Clarivate
Intercontinental Exchange Inc PPG Gong.io
AT&T CHUBB Microsoft

AI cannot fix what it cannot see

AI agents generate code faster than we can verify, with teams reliant on observability tools that were built for human speed. Live production context changes that.

The new reality

AI code generation has
outpaced verification.

Teams now ship code faster than any review process was designed to handle. The gap between creation and understanding is the new bottleneck.

The gap

Observability was not
designed for AI engineering.

It was built for human speed to interpret signals after an event. AI agents need live runtime feedback to validate their actions as they work.

The answer

The missing layer is live
production context.

AI code can pass every pre-deploy test and still fail unpredictably. Lightrun gives agents direct, read-only access to production, at every stage of the development cycle.

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Agents need to ask prod as they work

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Runtime-aware
development

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Runtime-aware
development

Every agentic decision and action is validated against live production behavior, before it ships.

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Evidence-based
issue resolution

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Evidence-based
issue resolution

Agents capture the variable state, at the exact line, as it fails, for fast, validated triage, RCA, and fixes.

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Secured autonomous
workflows

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Secured autonomous
workflows

Autonomous workflows are grounded in live state, so agents act on facts, no assumptions.

Let your agents think in present tense.

Replace guesswork with deterministic AI engineering, where every decision is grounded in runtime context.

Will this dependency break on deploy?
Is this code safe to deploy?
Will this dependency break on deploy?
Is this code safe to deploy?
Will this dependency break on deploy?
Is this code safe to deploy?
What’s causing this latency spike?
What's the value when the flag is on?
Which pod is throwing this exception?
What’s causing this latency spike?
What's the value when the flag is on?
Which pod is throwing this exception?
What's the live error rate here?
Is this cache key actually used?
What's the live error rate here?
Is this cache key actually used?
What's the live error rate here?
Is this cache key actually used?

Embed reliability across the accelerated SDLC

One runtime sensor that grounds your coding agents and AI SRE.

Verify every change
with live context

Connect your AI agents and IDEs to live execution data, so every change is designed and tested against real system behavior.

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Resolve production
issues surgically

Analyze runtime issues, verify root causes, and validate fixes against live system behavior. Replace probability with clear evidence.

Inspect live execution
Triage incidents
Prove root cause
Propose fixes
Capture runtime evidence
Inspect live execution
Triage incidents
Prove root cause
Propose fixes
Capture runtime evidence
Postmortems
Validate fixes in runtime
Strengthen resilience
Generate postmortems
Scope issues
Postmortems
Validate fixes in runtime
Strengthen resilience
Generate postmortems
Scope issues
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Validate every PR with live runtime context

Simulate how each change affects the live system, and if it solves the ticket, before you merge.

Inline Runtime Sensor

Solve every challenge
with runtime intelligence

Harness live production truth to engineer with total certainty

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Runtime Context MCP

Embed reliability into every line of code

Connect your AI agents to live execution, so every change is designed and tested
against real system behavior.

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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