Platform Overview
The only platform built around deploy safety
Koalr connects your GitHub activity, deployment events, test coverage, and incident history into a single risk intelligence layer — so you know before you ship.
How it works
From GitHub connect to risk score in under 5 minutes.
01
Connect GitHub
OAuth in under 2 minutes. Read-only scopes — we never write to your repos.
02
Webhook ingestion
Koalr receives push events, PR webhooks, and deployment notifications in real time.
03
Risk score computed per PR
Every open PR is scored 0–100 using 32 signals within seconds of the webhook.
04
Score visible everywhere
GitHub Check Run blocks risky PRs. Koalr dashboard shows the full breakdown.
Platform capabilities
Integrated capabilities that work together as a unified engineering intelligence system.
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Deploy Risk Prediction
Score every PR 0–100 before you merge. 23 research-validated signals including change entropy, test coverage delta, author file-expertise, CODEOWNERS compliance, and AI authorship detection.
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🔵
DORA Metrics & Analytics
Deployment frequency, lead time for changes, change failure rate, and MTTR — all computed automatically from your GitHub activity and deployment webhooks.
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🟢
AI Engineering Assistant
Ask questions about your engineering data in plain English. "Why did MTTR spike last month?" "Which PRs are high risk today?" Backed by Koalr AI on live data.
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CODEOWNERS Governance
Sync CODEOWNERS from GitHub, detect drift automatically, enforce review requirements via GitHub Check Runs, and track ownership health across every repo.
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🟡
Test Coverage Intelligence
Per-file coverage delta as a deploy risk signal. Identify hotspots where low coverage meets high churn. Integrates Codecov, SonarCloud, and Datadog CI.
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🤖
AI Tool Adoption
Track real GitHub Copilot and Cursor usage — acceptance rates, DAU, model spend. Correlate AI adoption with cycle time improvements. Know which teams are using AI and whether it's working.
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💚
Team Well-Being
Anonymous daily micro-surveys across 5 pillars: Stress & Resilience, Motivation, Inclusion, Psychological Safety, and Alignment. No individual attribution — team-level radar chart and 30-day trend.
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⚙️
Integrations
GitHub, Jira, Linear, PagerDuty, Incident.io, Vercel, Railway, Netlify, Render, Fly.io, AWS CodeDeploy, Codecov, SonarCloud, Slack, GitHub Copilot, Cursor.
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Built for the modern engineering stack
Connects to the tools your team already uses — no new workflows, no agents to install.
GitHubJiraLinearPagerDutyIncident.ioOpsgenieVercelRailwayNetlifyRenderFly.ioAWS CodeDeployCodecovSonarCloudSlackGitHub CopilotCursor
Start free — connect GitHub in 2 minutes
See your first deploy risk score on open PRs within 15 minutes of connecting.
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