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Lack of standardized telemetry (traces, metrics, logs) makes it difficult to validate reliability and impact for grant reviewers.
Proposed Solution
Add an Observability & Telemetry module using OpenTelemetry for traces, Prometheus metrics, and structured logs. Provide sample dashboards and alerting rules.
Alternatives Considered
Ad-hoc instrumentation per-service leads to gaps and inconsistent signal quality.
Additional Context
Include a sample Grafana dashboard and an automated smoke test that validates exporters to help reviewers reproduce reliability metrics.
Implementation Ideas (Optional)
Instrument core HTTP handlers and background workers
Expose metrics for request latency, error rate, and quota usage
I am a full stack developer with a passion for software development, open-source collaboration, and artificial intelligence. I have experience working with JavaScript, Python, C++, and Rust, with a primary focus on frontend development using React, Next.js, and TypeScript.
Activity
aweledavid3 commentedon Aug 18, 2026
Hi Maintainer,
I would like to contribute to this project.
I am a full stack developer with a passion for software development, open-source collaboration, and artificial intelligence. I have experience working with JavaScript, Python, C++, and Rust, with a primary focus on frontend development using React, Next.js, and TypeScript.
Mkalbani commentedon Aug 19, 2026
Hi maintainers, can I work on this. I've worked on a similar work. Thank you.
grantfox-oss commentedon Aug 20, 2026
🦊 GrantFox — @Mkalbani has been assigned to this issue as part of the Third Campaign campaign!
Next steps:
Closes #131)Good luck! Track your progress on GrantFox.