Skip to content
Back to Blog
1 min read

Keeping OneLake Clean Under Delivery Pressure: why governance has to be designed before scale

I spent the day reducing cognitive overhead for engineers and analysts—introducing clearer table contracts, simpler failure modes, and concise runbooks that let teams act faster.

The friction I kept seeing was simple: performance conversations are often really architecture conversations.

Instead of adding more moving parts, I tested an explicit contract for inputs, outputs, and owners.

March for me has been about tightening execution after an idea-heavy February.

What I changed today

  • I documented one decision that usually lives in hallway conversations.
  • I reduced unnecessary variability by standardizing one recurring pattern.
  • I aligned a technical decision with a business-facing success metric.

What changed my thinking

Nothing looked flashy, but the system became easier to reason about under pressure. Most of the win comes from making ownership and boundaries unmistakably clear.

Tomorrow’s focus

Tomorrow I will review this with the team so the decision is shared, not personal.

References

Michael John Peña

Michael John Peña

Senior Data Engineer based in Sydney. Writing about data, cloud, and technology.