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AllonData

Engineering Stories

Real Problems, Real Architecture

Instead of generic marketing material, we demonstrate expertise through practical engineering stories. As a new practice, we're publishing these as engagements complete.

Stories

Reducing BigQuery Costs

Coming soon

How rethinking partitioning, clustering, and query patterns brought a runaway BigQuery bill back under control. Write-up coming soon.

Optimizing SQL Performance

Coming soon

A query that used to time out, and the rewrite that made it run at production speed. Write-up coming soon.

Replacing Cloud Composer with Workflows

Coming soon

Why we moved an orchestration layer off Cloud Composer and onto lighter, cheaper Google Cloud Workflows. Write-up coming soon.

Migrating Legacy Pipelines

Coming soon

Moving a legacy pipeline onto modern infrastructure without breaking what was already working. Write-up coming soon.

Building Event-Driven Architectures

Coming soon

Designing a system that reacts the moment something happens, instead of polling on a schedule. Write-up coming soon.

Production Debugging

Coming soon

Tracing a production failure back to its root cause when the pressure was on. Write-up coming soon.

Infrastructure Automation

Coming soon

Turning manual, error-prone infrastructure setup into repeatable, automated deployments. Write-up coming soon.

CI/CD Improvements

Coming soon

Tightening a deployment pipeline so releases ship faster with fewer surprises. Write-up coming soon.

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