1
Step 1
Describe your work
Share your workflow, goals, and where things are slowing down.
For operators who ship
Build an AI stack
that pays for itself
Get a practical AI stack based on your work, budget, and technical comfort. No hype. No tool sprawl.
Built for operators, not tourists
Real monthly cost breakdowns
Tool choices based on workflow, not hype
Recommendations grounded in actual use
How it works
2
Step 2
Get a stack match
Get a stack matched to your budget and technical comfort level.
3
Step 3
Implement with proof
Use guides, cost breakdowns, and workflows to ship the first version fast.
Primary path
Start with the Decision Hub
Answer a few questions and get the best-fit stack for your workflow, budget, and technical comfort.
Get My Stack PlanIncludes alternatives, cost logic, and fastest path to implementation.
Not ready for the Hub? Start with the numbers.
Use these two public resources to validate costs and implementation logic before making tool decisions.
AI Tool Cost Database
Compare monthly tool costs in one place and model spend before adding another subscription.
See Real Tool CostsWorkflow Library
Practical workflow blueprints you can run this week to turn tool choices into execution.
Open Workflow LibraryWhat we actually use
The tools we keep, why we keep them, and where they fit in the stack.
Used in live operator workflows, not hypothetical stacks.
Mapped by job-to-be-done and maintenance burden.
Reviewed against monthly cost and output reliability.
Benchmarks and operator reviews
See all breakdownsMake vs Zapier vs n8n: Real Pricing for the Same Automations
Make vs Zapier vs n8n with real pricing for equivalent automations, hidden costs, and migration risk.
See full breakdownManus AI Review: Worth Paying For in 2026?
Manus AI review covering current status, pricing, capabilities, and where it fits against Bolt or Lovable.
See full breakdownBefore You Buy Any AI Tool: 10-Point Evaluation Checklist
Use this AI tool evaluation checklist to spot pricing traps, integration blockers, and false promises before you commit.
See full breakdownWant the implementation layer?
Get the Playbook if you want the workflows, templates, and systems behind the decision process.
See The PlaybookFree tool: Prompt Optimizer
Clean up weak prompts, tighten instruction logic, and reduce wasted runs.
Try Prompt OptimizerGet one operator memo per week
One workflow, one cost-saving move, one better tool decision.