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01 / Work

Deep dive systems.

Architecture, decisions, and failure modes. A closer look at the systems behind the interface.

These reference architectures make the trade-offs explicit. Their metrics are design targets; each write-up includes an operational recovery path.

Reference design

A platform that ships with confidence

Turn a fragile release process into a repeatable, observable path from commit to production.

  • Kubernetes
  • Terraform
  • Argo CD
  • GitHub Actions
  • Prometheus
Deployment target
< 10 min
Rollback target
< 5 min
Artifact per release
1

Design targets · not production measurements

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Reference design

Data pipelines with a recovery path

Make ingestion replayable and data quality visible before downstream consumers are affected.

  • Python
  • PostgreSQL
  • dbt
  • Terraform
  • Grafana
Freshness target
< 1 hr
Raw retention target
30 days
Quality gates
3

Design targets · not production measurements

Read the deep dive