01
The problem
Auditing commit hygiene, PR workflow compliance and code traceability across repositories and Jira tickets by hand doesn't scale past a handful of teams.
02
Ingestion pipeline
Asynchronous data ingestion pipelines against the GitHub and Jira APIs, equipped with rate-limiting handlers, exponential backoff retries, and decoupled exception handling.
03
Observability
Centralized logging with Loki and Fluent Bit, and Grafana dashboards tracking scan throughput, task latencies, and worker error rates.
04
Packaging & operations
FastAPI worker services packaged into lightweight container images, with liveness/readiness probes and graceful shutdown signals configured for clean operation under orchestration.
What shipped
- Engineered an automated repository analytics platform integrating GitHub and Jira APIs to audit commit hygiene, PR workflows, and code traceability.
- Built resilient asynchronous data ingestion pipelines equipped with rate-limiting handlers, exponential backoff retries, and decoupled exception handling.
- Implemented centralized logging utilizing Loki and Fluent Bit, building Grafana dashboards to monitor scan throughput, task latencies, and worker error rates.
- Packaged FastAPI worker services into lightweight container images with configured liveness/readiness probes and graceful shutdown signals.