SELF-DIRECTED PROJECT / PLATFORM & RELIABILITY

Making a market-data service easier to operate.

A unified data API, freshness checks and deployment practices around a service used by research and monitoring tools.

Python APIsContainersObservability

SELF-DIRECTED PROJECT

PLATFORM & RELIABILITY

The problem

Research and monitoring depend on usable market data. Provider differences, stale responses and deployment failures need visible failure states.

The approach

  • Consolidated data access behind a common API with explicit health and readiness interfaces.
  • Worked on freshness monitoring and operational issue reporting.
  • Captured deployment procedures, recovery steps and incident learnings in runbooks.

What was built

A market-data API with health interfaces, freshness checks and container operating documentation. Runbooks capture how to deploy changes and respond to known failure modes.

How this applies to your team

For platform teams: define healthy behavior, make failure visible and make deployment and recovery repeatable.

LET’S BUILD SOMETHING USEFUL

What should your team spend less time on?

Tell me about the workflow, platform or strategy you want to improve. We can start with a focused technical conversation.

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