Live context graph
Maps resources and dependencies across connected clouds, repositories, and observability providers so investigations and code reviews use production context rather than isolated signals.
Polylane
Freemium
Polylane is an AI operations platform that connects cloud resources, code, and observability data to detect incidents, investigate causes, review production impact, and prepare fixes. It is designed for engineering and DevOps teams that want automated incident response and production change analysis.
O que é Polylane?
Polylane is an AI operations platform for software teams running production systems. It connects cloud resources, code repositories, and observability data in a live context graph, then uses that context to detect issues, investigate incidents, assess pull-request impact, and prepare fixes.
The platform is intended to reduce manual production triage without requiring a migration to a new SDK. It can analyze telemetry and forwarded alerts, trace likely causes to supporting evidence, review code changes against live infrastructure, and return fixes through the team’s normal review workflow. Cloud connections are read-only by default; write actions pause for approval unless pre-authorized.
O que Polylane pode fazer?
Issue and alert detection
Reads telemetry, provider checks, saved queries, and dashboards to identify issues without requiring teams to tune a threshold for every signal. Forwarded alerts are triaged to distinguish real problems from noise.
Evidence-based investigations
Builds a causal investigation step by step and links claims to queries, log lines, or deploys. When the available evidence is insufficient, the verdict remains inconclusive.
Pull-request impact analysis
Reviews pull requests against the infrastructure they affect, explains potential production risk, and can flag a change before it merges.
Autofix and instrumentation
Prepares a code fix after the cause has been established and checks it against the signal that raised the issue. It can also identify logging blind spots and add instrumentation to improve diagnosis.
Production agent access
Provides a Slack agent for questions about production and supports workflows with coding agents such as Devin, Cursor, Factory, and Conductor.
Casos de uso
“Incident response”
Teams can have alerts and detections triaged as they fire, with investigations that cite their evidence. Polylane can support immediate mitigation followed by a permanent fix.
“DevOps and infrastructure monitoring”
Operations teams can view resources across providers in one graph and track changes, including activity involving queues, cron jobs, and workers that may not produce conventional user-facing alerts.
“Pull-request impact analysis”
Engineering teams can review every proposed change against live production context, receive an explanation of its likely risk, and use a required check to block a merge when the change could cause an incident.
“Ticket resolution”
A bug report can be investigated with production context and a cited causal chain instead of only repository-level assumptions. The resulting fix can be returned for review or handed to supported coding-agent workflows.
Perguntas frequentes
Does Polylane require a new SDK or observability migration?
The product states that teams can keep their existing tools and do not need a migration or new SDK. It connects to supported cloud and observability providers, repositories, and related tools.
How does Polylane handle write actions?
Connected accounts are read-only by default. Write actions require approval with the request and reason shown on screen unless the team has allowed the action in advance. Generated code changes go through the team’s normal review process.
What evidence does an investigation provide?
Investigation claims link back to supporting queries, log lines, or deploys. If Polylane cannot establish enough evidence, it reports the result as inconclusive rather than treating an unsupported explanation as confirmed.
Can Polylane review pull requests before they merge?
Yes. It reviews pull requests against the infrastructure they deploy to, explains potential production impact, and can provide a check that teams make required so risky merges are blocked.
What pricing options are available?
Polylane offers a free plan, paid plans starting at $80 per month when billed monthly, and annual billing priced 20% lower than monthly billing. Enterprise uses custom volume pricing. The pricing page states that credits cover agent work such as investigations, fixes, and pull-request reviews.
Informações rápidas
- Category
- AI operations and DevOps platform
- Primary users
- Software engineering and operations teams
- Core workflow
- Detect, investigate, assess impact, and prepare fixes
- Connection model
- Read-only account connections by default; approvals for write actions
- Integrations
- Cloud, observability, source control, collaboration, and coding-agent tools
- Pricing
- Free plan; paid plans from $80/month billed monthly
Análise de tráfego de Polylane
Os dados de tráfego são apenas para referência.
- Classificação do domínio
- 52
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