Blog
Posts on sales integrations, code modernization, and AI deployments in business.
Before I even open a document, I clarify my business goal, target users, and success metrics, because those three elements drive every requirement that comes later.
Read moreIn practice, that means moving away from outdated stacks, fragile monoliths, and “hero developers” toward a codebase that more people can safely change.
Read moreI treat every integration as an unreliable channel: webhooks can arrive multiple times, in any order, or not at all, and APIs I call can be slow or temporarily down.
Read moreIn practice this means that a text assistant in your helpdesk, an AI coding assistant in your dev team or a Copilot wired into your productivity suite must be treated like any other critical system: with access control, logging, policies and audits.
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