Python Engineering
Karzoun Traceforge
What it is
Privacy-first observability and trace collection platform for AI coding agents using OpenTelemetry, secure data scrubbing, and cloud-native pipelines.
Privacy-first observability and trace collection for AI coding agents. TraceForge is a vendor-neutral OpenTelemetry pipeline that captures coding-agent telemetry, removes secrets and personally identifiable information before durable storage, correlates task/session/trace activity, and exposes a searchable read-only trace viewer plus sanitized dataset exports.
Engineering characteristics
- Automated tests
- Containerised
- Continuous integration
- Dependency manifest
- Documentation set
- Infrastructure as code
- Open licence
- OpenTelemetry
- Security policy
Testing
The repository contains an automated test suite that runs as part of its checked-in workflow.
Security
The repository publishes a security policy describing how to report vulnerabilities.
Deployment
The repository defines its own build and deployment automation.
Documentation
The repository ships a dedicated documentation set beyond the README.
Sections appear only where the repository provides verifiable evidence.
