Polylane Launches Agents That Fix Production

Polylane’s strongest bet is that observability should end in controlled action, not another dashboard. Its combination of proactive detection, production context, and explicit write gates makes the approach compelling, though evidence quality and permissions will determine whether teams trust it.

• –A live context graph links cloud resources, repositories, telemetry, and memories, helping agents trace symptoms back to the code that ships them. [Docs](https://docs.polylane.com/getting-started/how-it-works)
• –Investigations move from detection to root-cause analysis and pull-request remediation, keeping irreversible code changes in the normal review and CI loop.
• –MCP, CLI, editor, terminal, and Slack access puts production context inside existing developer workflows instead of another isolated dashboard.
• –Read-only defaults, approval on cloud writes, safety reviews, and revocable rollbacks make autonomy configurable rather than all-or-nothing. [Security model](https://polylane.com/security/)