Upgrade Context + AI Coding Assistants
= Perfect IaC Pull Requests

Environment-aware Upgrade Context straight to your AI coding assistant. Recommends the compatible, stable version for your environment—not just the latest—and explains why to upgrade. Supports 100s of open source projects including Kubernetes and its add‑ons, Service Meshes, Databases, Data Jobs, and Data Streams.

Works with:

Cursor

Supports: 100s of OSS projects like Istio, Keycloak, Cilium, and more.

Automate the pull request. Your Coding Assistant, our context.

Upgrade Context streams an environment-aware diff, recommended target version, rationale, and specifications straight into your IDE. It includes breaking changes, critical bug fixes, upgrade considerations, and notable features so you have everything in context. Your coding assistant takes it from there, writes the exact Infrastructure‑as‑Code change, and opens a green, compliant PR. No extra scopes, no manual YAML surgery.

Zero hand‑editing: Upgrade logic lives in the context, not your clipboard.

No new repo permissions: Coding assistants hold the pen; Chkk remains read‑only.

Compatible, stable version recommendations: Recommended versions are computed from your constraints and topology, not just “latest”.

Breaking changes inline: Critical fixes, deprecations, and upgrade considerations appear alongside the diff.

Why Chkk Upgrade Context

Bring context and precision to OSS (Istio, Kafka, etc.) upgrades and IaC changes

Specifications constrain the agent to exactly the resources that are relevant based on your entire topology. Version recommendations choose the compatible, stable target for your environment—not just the latest version.

Built from the ground up for coding assistants

Lightweight MCP‑compatible API, purpose‑built sub‑agents, and streaming, context artifacts—including version recommendation that respects your live environment.

Minimal relevant context, less review time

PRs land with reasons to upgrade, breaking changes, critical bug fixes, upgrade considerations, and notable features—reducing code‑review cycles and back‑and‑forth.

Enterprise-Grade Security

“Read-only by design. Your code never leaves your repo.”

FAQs

How does Chkk work with coding assistants and IDEs?

Chkk streams environment‑aware Upgrade Context into your IDE via MCP. Your coding assistant (Cursor, Claude Code, GitHub Copilot, or any MCP‑compatible tool) authors the change and opens the PR.

What infrastructure tools are supported?

Today we support Helm charts. Terraform, Kustomize, generic YAML support is coming soon. We’re continually expanding coverage.

Why not just upgrade to the latest version?

Latest isn’t always compatible or stable for your environment. Chkk recommends a target version that respects your topology, constraints, and policies so upgrades land cleanly.

How does Chkk choose the recommended version?

Chkk uses our Collective Learning technology to evaluate multiple factors when recommending versions for addon or OSS project upgrades. The system considers End-of-life (EOL) status, compatibility with your target Kubernetes version, known operational risks and issues, production mileage, enterprise policies you've defined (e.g., preferring latest vs. stable releases).