Polylane

Polylane is built by Coreplane Labs, a San Francisco company founded in 2025 by Boris Tane. It uses AI agents to watch cloud infrastructure and telemetry, find issues, investigate them, and open pull requests with fixes. The about page lists it as early access with open sign-up, and the site says setup is a single command on macOS or Linux.

What It Is

Polylane describes itself as making software self-operating. According to the site, its agents learn what you run, fix what they can, review code changes against the production they deploy to, answer questions on-call engineers get, and give coding agents the same production context. It sits in the AI SRE and production operations space, connecting to cloud providers, observability tools, GitHub and Slack rather than requiring migration or new SDKs.

How the Agents Work

The product page lists eight capabilities:

• Context graph: keeps code and cloud in one live graph.
• Issue detection: reads metrics, logs and traces on a cadence and judges them against how each resource normally behaves.
• Alert intelligence: reads the query behind each forwarded alert and says which are real.
• Investigations: works out causes step by step, with evidence cited for each step.
• Impact intelligence: reviews pull requests against the infrastructure they deploy to.
• Autofix: writes a fix only after the cause is proven.
• Instrumentation: finds logging blind spots and closes them.
• Slack agent: answers questions about production in any channel.

Review and Safety Model

The FAQ states that Polylane does not change production without review. Every write pauses for approval with the exact request on screen, and code changes arrive as pull requests gated by your review and CI. The site also lists SOC 2 Type II and ISO 27001:2022, AES-256 encryption at rest, TLS 1.2+ in transit, and per-organization data isolation, as vendor claims.

Use With Coding Agents and Integrations

Polylane exposes production context to coding agents over MCP or the CLI, with pages for Claude Code, Cursor, Codex, OpenCode, VS Code and Pi agent. The site also mentions a REST API and an MCP server. Listed integrations include AWS, Cloudflare, Vercel, Fly.io, Render, Kubernetes, PlanetScale, Supabase, Modal, Railway, Convex, ClickHouse, Turso, Datadog, Sentry, Honeycomb, Axiom, Grafana Cloud, Better Stack, OpenStatus, Logfire, GitHub, Slack and Linear.

Current Status

The about page lists the stage as early access with open sign-up. The CLI installs with a curl-based setup script that connects coding agents and creates an account. The site also publishes a Learn section of production-operations guides, with entries dated October 2026.