# Polylane for DevOps

> AI for DevOps: Polylane keeps your cloud infrastructure in one live graph, tracks every change, and watches the queues and cron jobs nobody else does.

See everything you run in one context graph. Polylane connects your clouds, repos and observability tools into one context graph. It records every change and watches the crons and queues that never send an alert.

- Every resource across your providers in one live graph
- Every change on the record, with when it landed and what it touched
- Queues, crons, and workers watched like user-facing services

## How it plays out

### Polylane connects all your providers into one graph

AWS, Cloudflare, Vercel, Render, Fly.io, Kubernetes, PlanetScale, Supabase and Modal connect through hostnames, DNS and IPs. No tags, no diagrams.

### It watches your crons and queues and tells you when they stop

Queues, scheduled jobs and background workers fail quietly. Polylane watches them like user-facing services and raises an issue when one stops.

## How Polylane connects your stack.

- **Links resources across providers.** Hostnames, DNS records and IPs are matched across providers, so a Cloudflare record pointing at a Render service shows up as one path.
- **Reads config, traces and code.** Environment variables, traces and infrastructure-as-code show what depends on what.
- **Connects repos to what they deploy.** Each repository links to the resources it deploys.
- **Covers queues, crons and workers.** SQS queues, Cloudflare Queues, Render crons, Kubernetes CronJobs and Fly.io machines sit in the same graph.
- **Records every change.** Every deployment and config change is recorded, so Polylane knows what changed right before something broke.
- **Builds itself.** Connect each account and the graph builds and maintains itself. No tags to add, nothing to draw.

## Learn more

- [Is it safe to give an AI SRE read access to production?](https://polylane.com/learn/ai-in-production/is-it-safe-to-give-an-ai-sre-read-access-to-production/)
- [How to monitor a vibe-coded app in production](https://polylane.com/learn/monitoring-coverage/vibe-coding-production-monitoring/)
- [How to monitor a Django app on Render](https://polylane.com/learn/monitoring-coverage/how-to-monitor-a-django-app-on-render/)

## Questions

### Which providers does Polylane support today?

Polylane supports clouds, observability tools, source control and coding agents. The integrations page has the full list, including what's coming next.

### How does it link resources across clouds?

The way traffic actually flows: hostnames, DNS records, and IP addresses matched across providers, environment variables that reveal dependencies, traces where you have them, and infrastructure-as-code that declares what deploys where.

### Do I need to tag resources or draw the topology?

No. Connect each account read-only and the graph builds and maintains itself. You can correct or annotate anything.

### How much access does each cloud need?

The minimum, read-only by default: Scoped roles and tokens on every provider. Write access is a separate, per-account decision.

### Which background systems does it watch?

Whatever your providers run. If it's in a connected account, it's in the graph. Each integration's page at polylane.com/integrations lists the resources it syncs.

### How is this different from a CMDB?

Nobody has to maintain it. The graph syncs from your providers and re-ranks what matters every day, so it stays current.

### Can my coding agent read the graph?

Yes, over the MCP server or the CLI. Claude Code, Cursor, Codex and the rest query the same graph Polylane investigates with.

## More use cases

- [Polylane for impact analysis](https://polylane.com/use-cases/impact-analysis) ([markdown](https://polylane.com/use-cases/impact-analysis.md))
- [Polylane as your AI SRE](https://polylane.com/use-cases/ai-sre) ([markdown](https://polylane.com/use-cases/ai-sre.md))
- [Polylane for Continuous Integration](https://polylane.com/use-cases/continuous-integration) ([markdown](https://polylane.com/use-cases/continuous-integration.md))
- [Polylane for ticket resolution](https://polylane.com/use-cases/ticket-resolution) ([markdown](https://polylane.com/use-cases/ticket-resolution.md))
- [All use cases](https://polylane.com/use-cases) ([markdown](https://polylane.com/use-cases.md))

See your whole infrastructure. Polylane keeps it up to date. Get started with one command: `curl -fsSL https://polylane.com/setup | bash` installs the CLI, connects your coding agents, and creates the account.