Every Error Has Context
RedRing Finds It.

RedRing maps your environment—dependencies, active containers, environment variables, and build configurations—before evaluating a single stack trace. Zero guesswork. Pure context.

Alpha • still in active development • built by Suyash
Read the Docs View Source

Why RedRing?

Most AI tools read your prompt and guess. RedRing reads your environment and reasons.

Traditional AI

Reads only the error message
Assumes your environment
Returns generic suggestions
No knowledge of your stack
Reads only your prompt
Guesses Context
Generic fixes

RedRing

Scans your full environment first
Builds real technical context
Reasons before diagnosing
Explains root causes with fixes
Understands your environment
Builds Context
Diagnosis root causes

See It In Action

Watch RedRing map context and diagnose in real time.

redring — ~/project

Engineered for Precision

Intelligence built on architectural context, not generic assumptions.

Agnostic Scanners

Native parsing for Node, Python, Go, and Rust ecosystems. Understands pip, npm, cargo, and beyond without manual configuration.

Container Aware

Penetrates Docker and Kubernetes layers, matching host network configurations against internal container port bindings.

Local Execution

Diagnostics run securely on your hardware. Environment variables and proprietary source code never leave your machine.