The integration has to survive a retry
A timeout does not tell you whether an operation failed. Design integrations so trying again does not create a second business event.
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Stork Delivery
Practical guides to software, AI, and better business operations. Explore our initial library: real problems, workable approaches, and clear next steps.
The quiet-week systems check
Use a quieter period to find missing ownership, brittle handoffs, and recovery gaps without starting a risky overhaul.
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The work that starts after software goes live
Launch begins the operating life of an application. Plan who watches it, supports it, and turns real usage into the next useful improvement.
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Turn a slow database into a specific problem
Before adding hardware, identify the query, workload, or contention that is making a specific operation slow.
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What a useful first software release includes
A first release should complete a bounded piece of real work, including the controls and support needed to use it.
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What happens after the webhook arrives?
Receiving an event is only the start. A useful webhook integration also handles persistence, duplicates, ordering, and recovery.
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What needs to be logged when AI takes an action
An AI action log should explain what was requested, authorized, attempted, and confirmed without collecting unnecessary sensitive information.
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When a spreadsheet deserves an application
Spreadsheets become risky when they quietly take on permissions, workflow, and accountability that the business depends on.
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When real-time data is worth the work
Choose update frequency from the decision the business needs to make, including the cost of acting on stale information.
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