Roadmap. What we're building, in public.

We're a small team with big ambitions: we ship to production nearly every day and we publish the plan. No swimlanes, no dates, just what's done, what's in progress, and what's next.

The cloud graph

One graph, every cloud

Connect AWS, Cloudflare, Vercel, Fly, and Render, and every resource you run lands in a single living graph with its edges, config, and history.

AWS AWS Cloudflare Cloudflare Vercel Vercel Fly.io Fly.io Render Render
done

Kubernetes

Clusters, workloads, and their churn alongside everything else. Hand us a kubeconfig and EKS wires itself up.

Kubernetes Kubernetes
done

Wikis that write themselves

Every cloud resource gets living documentation that rewrites itself as your system drifts, and your repositories are indexed for agents to grep.

Workers Workers Lambda Lambda DynamoDB DynamoDB D1 D1 S3 S3 …and every resource we sync
done

Change intelligence

Every sync writes down exactly what appeared, changed, or disappeared. When production breaks, the culprit is usually in here.

done

Blast radius

Every anomaly maps the slice of the graph it touches, and the investigation starts from that map: agents walk the affected edges to the offending resource instead of guessing.

done

Resource tiers

An agent ranks every resource by how load-bearing it is. Tier one gets watched closest and investigated first, and you can overrule the ranking anytime.

done

Applications

Resources grouped into the applications they serve, so agents know what's load-bearing before they touch anything.

planned

More clouds

GCP, Azure, Supabase, Railway, and DigitalOcean. Same graph, same treatment.

Google Cloud Google Cloud Azure Azure Supabase Supabase Railway Railway DigitalOcean DigitalOcean
planned

Detection without thresholds

Proactive observability

Agents comb your metrics, logs, traces, and access logs on a cadence and flag what's actually wrong, before your customers do. No thresholds to tune, no alert rules to babysit.

done

Observability providers as sources

Datadog, Sentry, Honeycomb, and Axiom join the graph as first-class citizens, and an agent triages every alert they fire the moment it lands.

Datadog Datadog Sentry Sentry Honeycomb Honeycomb Axiom Axiom
done

Your charts become checks

That dashboard your team curated? Every query and chart saved in a provider gets picked up on the next sync and watched from then on.

done

Déjà vu detection

Repeat detections fold into one anomaly instead of re-paging you. An 18x P99 regression is one anomaly, not forty pages.

done

Scan reports

Ask for a sweep of a whole account and an agent walks the graph, queries the telemetry, and hands you a written report of what it found.

done

Telemetry attribution

Logs, metrics, and datasets from your observability providers matched to the exact resources that emit them. No tagging homework, an agent works out the mapping.

in progress

Vercel runtime telemetry

Function logs and runtime metrics from Vercel joining the graph, next to the deployments and domains we already sync.

Vercel Vercel
in progress

Cloud doctor

Like react-doctor, for your cloud. One command grades the whole account: misconfigurations, missing observability, security posture, and the five things to fix first.

planned

Cost intelligence

Billing joined to the graph, and agents that point at exactly which resources are burning money for nothing.

planned

More providers

Grafana, Splunk, Better Stack, SigNoz, and Logfire, with the same first-class treatment.

Grafana Grafana Better Stack Better Stack SigNoz SigNoz Logfire Logfire
planned

Closing the loop with product

PostHog, Mixpanel, and Amplitude in the graph, so an incident's blast radius includes what your users actually felt.

PostHog PostHog Mixpanel Mixpanel Amplitude Amplitude
planned

From signal to reviewed fix

Incident threads

Every investigation is a transcript with cited tool calls. Watch it think, interrupt it, hand it to a teammate, or make it public.

done

Marathon investigations

The agent loop is moving onto durable workflows: investigations that grind for hours, survive restarts, and pick up exactly where they left off.

in progress

Autofix

Investigations that end at a line of code end as a pull request, with a regression test and the evidence trail. You review, you merge.

done

Bring your own executor

Route autofix through Cursor or Devin with your own key, or let the built-in agent open the PR.

Cursor Cursor Devin Devin
done

The next autofix engine

The built-in executor is moving to the open-source pi coding agent, running in the same sandbox with the same review gates.

in progress

More executors

Claude Code, Codex, and Factory: delegate the fix to whichever agent your team already trusts.

Claude Code Claude Code Codex Codex Factory Factory
planned

Memory

Agents remember what they confirm; so can you. Each day the workspace also writes its own notes from your threads, durable facts plus a daily log, so every investigation starts already knowing your system.

done

Skills

The way your team debugs, packaged into procedures agents reach for on the next incident. Write them once, benefit every time.

done

Dynamic skills

Agents notice what keeps working and write their own skills, sharpening them with every incident.

planned

Automations

Cron, webhooks, GitHub events, and alerts trigger agent runs; results land in email, Slack, or your webhook.

done

Advisories

Every resource carries its misconfigurations and risks, each one marked fixable in place or with guidance.

done

Agents on your pull requests

A comment when a change looks like tomorrow's incident, an answer when you ask whether it'll break production.

planned

Change intelligence for pull requests

Every PR annotated with what it will actually change in your cloud, before you merge instead of after the deploy.

planned

Issue trackers

Findings filed as issues in Linear or Jira, where your team already plans work.

Linear Linear Jira Jira
planned

Every surface

A CLI built for coding agents

Structured output, non-interactive flags everywhere, and a skill that teaches Claude Code or Cursor when to reach for it.

done

MCP server

The whole platform as tools for any agent that speaks MCP.

done

Bring your own MCP

Connect your own MCP servers and their tools show up in the agent's hands mid-investigation.

done

Public API

Everything the console does, scriptable.

done

Slack

Notifications where your team lives, and investigations you can spin off from any message.

Slack Slack
done

Browser extension

Cmd+. puts the agent on whatever tab you're reading; the page becomes the thread's context.

in progress

Your incident platforms

An incident fires in PagerDuty or incident.io and an agent is already investigating before anyone picks up the page. Resolved with evidence, not just acknowledged.

PagerDuty PagerDuty incident.io incident.io
planned

Wanna add to the roadmap? Tell us what to build.

We want Polylane to be everything you expect from software that looks after itself in production.

Feedback or requests? Find us on X or email us. What already landed is in the build log.

Or skip the suggestion box and come build it with us. We're hiring.