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The Cloud Playbook

Amrut Patil

Playbooks for engineering leaders running multitenant SaaS on AWS who choose predictability over speed: boringly reliable services, controlled cloud spend, and audit-ready compliance.

Platform
Substack
PricingFreemiumPublishesTwice weekly
Issues189Founded3 years agoLast Issue6 days ago
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thecloudplaybook.com
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Latest Issues

TCP #142: ETL vs ELT Is Not a Platform-Wide Decision

Most data platform teams answer the ETL versus ELT question once, at the platform level, and apply that answer to every pipeline.

The reasoning is understandable.

One pattern means fewer tools, fewer skills to maintain, fewer failure mode...

6 days ago
2
1

TCP #141: Seven Signals Your Organization Is Not Ready for Data Mesh

Data mesh usually arrives as an answer to a real problem.

The central data team is a bottleneck. Dashboard requests queue behind one another. Domain teams understand their own data best, but wait weeks for someone else to model it.

Decent...

13 days ago

TCP #140: How to Keep Your AWS Data Lake From Becoming a Data Swamp

Most data lakes do not fail because teams chose the wrong AWS service.

They fail because nobody encoded ownership, schema authority, partitioning, and access rules before the first dataset arrived.

The pattern is predictable:

A team crea...

20 days ago
2

TCP #139: The strangler fig that strangled nothing after 18 months

Eighteen months ago, this team adopted the strangler fig pattern to decompose their monolith.

Today they have exactly two services extracted. Both projects are frozen.

The pattern was fine: route traffic through a facade, peel off one cap...

a month ago

TCP #138: The rehost business case that was true in the slide deck

The rehost business case got approved on a clean story:

Move the workload as‑is, shut down the data center, save money.

The slide compared on‑prem cost to modeled cloud cost. The savings number looked solid. Finance signed.

Six months...

2 months ago
1

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  • Amrut Patil

    Playbooks for engineering leaders on AWS who get blamed when things break, cost too much, or fail audits. \ud83d\udcec Get The Cloud Playbook ↓

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