Five Stages. Zero Surprises.
K-watch runs a continuous pipeline that monitors, plans, implements, reviews, and deploys integration updates — so your team never has to.
How K-watch Works
A five-stage pipeline that keeps your integrations running — without your team lifting a finger.
Continuous API Monitoring
K-watch's AI engine monitors every vendor API your integrations depend on — scanning changelogs, documentation updates, deprecation notices, and endpoint behavior changes.
- Automated scanning of API documentation and changelogs
- Endpoint behavior testing to detect undocumented changes
- Deprecation timeline tracking and alerting
- Change impact analysis across your integration portfolio
Automated Migration Planning
When a change is detected, K-watch generates a detailed migration plan — including the exact code changes needed, test strategies, and deployment approach.
- AI-generated code diffs for each affected integration
- Automated test case generation for changed endpoints
- Risk assessment and rollback strategy
- Timeline estimation based on change complexity
Expert Human Review
Every change gets reviewed by our engineering team — developers with 5+ years average tenure who understand the nuances that AI can miss.
- No rubber-stamp reviews — every PR gets meaningful scrutiny
- Developers own quality (no separate QA team)
- Shift-left testing: code reviews catch issues early
- Domain experts who understand your integration landscape
Safe Deployment
Changes ship through your CI/CD pipeline with limited blast radius rollouts — tested with friendly users first, then expanded to full production.
- Integration with your existing CI/CD pipeline
- Limited blast radius: canary → staged → full rollout
- Automated regression testing at each stage
- Instant rollback capability if issues are detected
Ongoing Maintenance
K-watch doesn't just react to changes — it continuously improves your integration codebase, reducing technical debt and improving resilience.
- Proactive refactoring to reduce maintenance burden
- Performance optimization across integrations
- Security patching and vulnerability scanning
- Monthly reporting on integration health and trends
Our Quality Philosophy
No traditional QA team. Developers own quality.
- Developers test their own code — no QA backstop means more careful coding
- Automated tests and CI/CD are mandatory, not optional
- Shift-right: limited blast radius rollouts, test with real users first
- Shift-left: meaningful code reviews on every pull request
- Pre-release bug bash sessions for major changes
Integration Testing Maturity
Can only test in production with real, billed objects
Can add/remove test objects in production without billing impact
Full test environment that mirrors production behavior
See K-watch in Action
Book a discovery call to learn how K-watch can automate your integration maintenance.
For companies with 10+ integrations