Five things that keep software working

Welcome. Each week I send one short, practical note on building software that keeps working after launch: AI, automation, integrations and the unglamorous parts in between.

Here’s the short version to start with.

Start with these five

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Plan for the week after the demo. Evaluation, monitoring and cost controls are what make AI last.

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Automate the boring work first. Predictable tasks are the quickest wins.

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Migrate in slices, not rewrites. Keep shipping while the platform changes underneath.

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Expect integrations to fail. Retries, idempotent writes and good logs.

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Measure what actually got resolved, not activity.

How we help

We build software start to finish: AI, automation pipelines, integrations and the plumbing that keeps them running.

Book a working session →

Want to go deeper? AI in production

Building something and stuck on a decision? Hit reply. I read every one.

Talk soon,
Zac at Code Shock

Got a question? Just reply to this email.

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