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Practical guidance for choosing tools and building repeatable AI workflows.
22 published articlesYou do not have to choose between AI-assisted spreadsheet work and data protection. A layered approach — define the output, classify the columns, minimise the extract, redact…
Vendor and analyst guidance converges on the same default: start with one agent and add more only when a specific failure demands it. This guide explains what…
A clarify-before-answer gate is an explicit prompt rule that tells a model to ask, declare its assumptions, or stop when a request is missing something it needs.…
A WordPress AI content style guide turns brand voice into explicit rules that AI tools can follow. Start with the 3 Cs—Character, Consistency, Context—then encode tone, image…
Function calling lets a local model request a specific function by name and arguments, while your application decides whether and how to run it. This guide explains…
Acceptance criteria for AI agent workflows are the observable conditions an output must meet before it counts as complete: the expected artifact, the evidence behind it, its…
Versioning prompts and system instructions means treating each prompt as a named, immutable artifact with its own model configuration and release labels. That practice gives you rollback,…
Practical AI for beginners starts with a bounded, reviewable task rather than a tool shopping list. This guide explains the beginner stack, how to choose tools and…
Adding human review before publication means inserting an explicit approval state between generation and publishing, binding that approval to a specific version of the content, and letting…
A draft-first publishing workflow treats the draft as a scoped, reviewable artifact produced against an approved brief rather than text generated ad hoc and pasted into a…
A reusable AI workflow is not a saved prompt but a small operating procedure with defined inputs, checkpoints, an output format, and acceptance tests. The practical path…
A prompt experiment is only reproducible if the record captures more than the prompt text. Document the immutable prompt revision, its variable and output contract, the model…