Featured framework
Which AI model deserves the job?
Start with the task. Compare quality, cost, control, context, and verification—then choose the smallest system that reliably works.
Task testedCost awareWorkflow first
Clear model comparisons, tested workflows, and practical explanations for people who cannot afford to chase every release.
Start with the task. Compare quality, cost, control, context, and verification—then choose the smallest system that reliably works.
A practical framework for weighing capability, cost, control, and context.
Move from a vague task to scoped execution, verification, and a useful result.
Clarify a brief, explore structure, and critique decisions without surrendering judgment.
Every useful report should tell you what happened, why it matters, where the evidence is weak, and what to do next. The working publication and member archive are planned—not presented here as already active.