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Practical articles on AI, cloud, VMware, migration and building teams, written from the projects we deliver.
Most first AI projects disappoint because they start with the technology. Start with a task instead. Here is how we help businesses pick one that pays off.
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Retrieval-augmented generation, or RAG, is how most business AI assistants avoid making things up. Here is how it works in plain words, and what we have learned building them.
4 min read → AI agentsLanguage models are good at reading messy documents and poor at applying the same rule the same way every time. When an agent approves payments, split the job.
3 min read → Cloud & VMwareSince Broadcom bought VMware, licensing has changed and many renewal quotes have gone up. Here are the realistic paths, and how to choose between them.
3 min read → MigrationMost migration problems come from things nobody wrote down: a hidden dependency, a hard-coded address, a missing rollback plan. A clear five-step plan catches them early.
3 min read → StaffingAdding engineers by the month can get a project moving in days. It can also cost more than hiring if used for the wrong job. Here is how to tell the difference.
3 min read → Data engineeringWhen two reports give two different numbers for the same thing, the problem is rarely the report. It is how the data gets there. Here is how to fix it, step by step.
4 min read →