Insights

Field notes on building well in the cloud. No news cycle, no fluff — just the things we keep coming back to on real engagements.

Applied AI6 min read

Shipping AI features that actually work

The demo is easy; the production system is the hard part. What separates AI features users trust from impressive prototypes that quietly get switched off.

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Cloud Cost5 min read

Cutting your AWS bill without cutting corners

Most over-spend isn't waste you can see — it's architecture decisions made months ago. Here's where the money actually goes.

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Infrastructure as Code6 min read

Terraform that scales with your team

The Terraform that gets you to production is rarely the Terraform that survives a growing team. What changes, and when.

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Architecture5 min read

When serverless is the right call (and when it isn't)

Serverless is a sharp tool, not a default. A practical framework for deciding where it fits — and where it'll bite you.

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Migrations6 min read

Migrating to the cloud without the chaos

Big-bang migrations are how teams end up with two systems and no confidence. A calmer way to move.

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Operations5 min read

Observability you'll actually use

Dashboards nobody opens and alerts everyone mutes aren't observability — they're decoration. Building the kind that pays off at 3 a.m.

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