Independent-minded guidance for choosing, deploying and operating the applications your team depends on.
Hosting an AI application yourself does not prove that prompts, files, logs or backups stay on your infrastructure. Trace every data path and verify each destination before using sensitive information.
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Build a staging environment that is production-like where tests need it—and deliberately separate everywhere a test could expose data, send messages, charge money or change a business system.
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A practical way to test foreign-currency quotes, invoices, payments, revaluation, and reporting before choosing a self-hosted ERP or accounting application.
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Check whether a Docker application and its supporting services match your server’s platform. Learn how to inspect image manifests, verify vendor support, test a representative deployment, and document unresolved risks.
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An “approval” button is not necessarily a controlled approval process. Use this practical framework to test workflow states, authority, segregation of duties, evidence, exceptions and operational ownership before selecting a self-hosted application.
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Choosing between an application-supported bundled database and a separately operated database is primarily a decision about operational boundaries, ownership and recoverability. Use this framework to verify application requirements, map every persistent data store and assign clear responsibilities before launch.
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Custom fields can either make a business application fit your process or create inconsistent, inaccessible, and difficult-to-migrate data. Use this evidence-based framework to test the underlying data model before committing operational records.
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A Docker application being reachable on a port does not prove it will behave correctly on a public HTTPS domain. Use this evidence-based checklist to verify canonical URLs, forwarded headers, cookies, uploads, real-time connections, and callbacks before launch.
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A successful CSV upload does not prove a CRM migration is safe. Use this checklist to test field mapping, duplicate rules, ownership, relationships, error handling, re-imports, permissions and rollback evidence before moving production records.
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