Kryon LogoKRYON
AI Risk Intelligence Platform

Understand PR RiskBefore Merge

Kryon analyzes pull requests, predicts hidden risk, generates testing intelligence, and creates Playwright specifications before bugs reach production.

Zero-Trust security. We process code transiently; no storage.
kryon-pipeline-visualizer.sh
Live Intelligence Engine Scanning
Analysis Processing Queue
Pull Request
Synthesizing data delta...
Risk Detection
Processed successfully
Test Strategy
Processed successfully
Coverage Prediction
Processed successfully
Playwright Spec
Processed successfully
Risk Telemetry Indicators
SECURITY
Access Boundary Violation
HIGH RISK
SCHEMA
gRPC Endpoint Added
STABLE
PERFORMANCE
Estimated Change
-8.4ms
PLAYWRIGHT GENERATION
Generated Specs: 3
Security
Regression
Business Flow
VULNERABILITY
Branch risk telemetry score
14%
Execution Pipeline

How Kryon Works

A seamless sequence translating code changes into deep actionable testing intelligence.

NODE_001

Connect GitHub Repository

Securely authorize Kryon using GitHub OAuth to access repositories and pull requests.

OAuth ConnectedRepository Synced
NODE_002

Select Pull Request

Choose the pull request that requires intelligence analysis and testing validation.

PR #14224 Files Changed
NODE_003

Understand Code Changes

Kryon analyzes modified files, dependencies, execution paths, and architectural impact.

Files: 24Services: 3Dependencies: 8
NODE_004

Detect Hidden Risk

Identify security vulnerabilities, regressions, access-control issues, and business logic risks.

Security: 2Regression: 5Critical: 1
NODE_005

Predict Coverage Gaps

Forecast which code paths are not covered by existing tests before deployment.

Coverage: 81%Gaps Found: 4
NODE_006

Build Test Strategy

Generate deterministic Security, Regression, and Business Flow validation plans.

Security PlanRegression PlanBusiness Flow Plan
NODE_007

Generate Playwright Specs

Convert testing intelligence into executable Playwright test suites.

Specs: 3Scenarios: 12Assertions: 47
NODE_008

Review Merge Readiness

Provide risk scoring, deployment confidence, and merge recommendations.

Risk Score: 18%Confidence: High
Processing Pipeline Stages...
Core Capabilities

Engineering Intelligence For Every Pull Request

Kryon transforms pull requests into risk analysis, testing intelligence, architecture insights, and merge confidence before code reaches production.

Risk Intelligence

Detect hidden security, regression and business logic risks.

Security Risks
3
Regression Risks
5
Logic Risks
2
87%
Detection Accuracy

Coverage Intelligence

Predict untested execution paths before code reaches production.

Coverage Gap
14%
Untested Files
7
Critical Paths
2
14%
Coverage Gap Found

Merge Intelligence

Know when a pull request is safe to merge.

Confidence
92%
Risk Level
Low
Ready To Merge
Yes
92%
Merge Confidence

Testing Intelligence

Automatically create Security, Regression and Business Flow validation plans.

Security Tests
4
Regression Tests
3
Business Flows
2
3
Test Plans Generated
INTERACTIVE SANDBOX

See Kryon In Action

Explore the actual Kryon workspace used to analyze pull requests, detect risk, and generate testing intelligence.

Kryon Sidebar
Kryon Main Dashboard
Outputs

What Kryon Generates

Every analysis run produces structured engineering intelligence before code reaches production.

Risk Analysis

Detect security, regression and business logic risks.

Coverage Prediction

Identify untested execution paths.

Test Strategy

Generate targeted validation plans.

Playwright Specs

Create executable browser testing scenarios.

Architecture Impact

Understand downstream service and schema effects.

Merge Intelligence

Determine release confidence before deployment.

ENGINEERING INTELLIGENCE

Understand Pull Request Risk Before Merge

Connect your repository, analyze pull requests, identify hidden risk, predict coverage gaps, and generate targeted testing intelligence before code reaches production.

Pull Request Risk AnalysisCoverage Gap PredictionPlaywright Test Generation
Knowledge Base

Frequently Asked Questions

Everything you need to know about the risk prediction and testing pipeline.