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Decision guide

Build a small AI stack around workflows, not categories

A practical framework for reducing tool sprawl by giving each AI product one clear job and handoff.

A stack becomes maintainable when every tool has a reason to exist, a clear input, and an observable handoff.

Map the recurring workflow

Start from repeated work: research, drafting, review, analysis, support, coding, or operations. Mark where time is lost or quality varies.

Assign one owner per job

Do not add two products that solve the same step unless the redundancy has a deliberate reason such as risk isolation or a materially different context.

Keep review close to the consequence

The more irreversible, public, expensive, or sensitive the action, the stronger the review and authorization boundary should be.

Measure replacement friction

Prefer portable prompts, exports, documented workflows, and standard integrations where practical. A useful stack should be able to evolve without a total rebuild.

Tools in context

Tools this guide explicitly references.

These relationships are maintained by editors and do not imply a ranking or endorsement.

Apply the method

Turn the reading into a shortlist.

Move from the framework into the directory, then compare only the options that match your actual task.