
Legacy Software Modernization in the AI Era
How AI changes the economics of legacy modernization, and why architecture, data ownership, and incremental migration still matter.
Read article →Practical architecture decisions, tradeoffs, and operating lessons from software that has to survive business change.
Search by business problem, system, or architecture decision, then narrow by the kind of guidance you need.
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How AI changes the economics of legacy modernization, and why architecture, data ownership, and incremental migration still matter.
Read article →A practical look at email-to-order automation: parsing requests, validating products, handling missing information, and creating reliable orders from messy inbox data.
A practical starting point for small businesses that want AI automation without turning a messy process into a faster messy process.
How to tell when a Shopify-NetSuite connector needs custom middleware, SuiteQL reporting, recovery tooling, or workflow-specific business logic.
A practical guide to the Shopify and NetSuite problems that usually appear after launch: item mapping, fulfillment state, refunds, taxes, payment reconciliation, and operational exceptions.