Research
Read the reporting
Start with the newest analysis and background pieces before making a tooling or market decision.
Open archiveAI
AI automation has moved past the demo phase. The bad news is that most buying advice has not.
AI
Character.AI is still excellent at one thing: simulated conversation with fictional, historical, or user-created personalities. That is not the same...
AI
The AI automation market did not mature in a clean line from “Zapier with prompts” to autonomous digital workers. It got messier.
Tools Desk
Calculator
Compare model costs before a stack decision turns into recurring spend.
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Library
Reuse automation prompts for monitoring, research, coding, and communication workflows.
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Utility
Find the report, prompt, tool, or checklist that matches the question in front of you.
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Research Downloads
Practical worksheets from the reporting desk: pricing sheets, infrastructure checks, and rollout templates.
AI cost desk
A worksheet for comparing AI provider costs, hidden pricing drivers, model fit, and budget assumptions without relying on stale static prices.
Provider cost worksheet plus budget notes. Updated when major pricing changes ship.
Use the calculatorInfrastructure field note
A pre-purchase checklist for testing latency, websocket behavior, failover, rate limits, and indexing fit before choosing an RPC provider.
Benchmark checklist and acceptance criteria. Reviewed with Solana infrastructure coverage.
Read the RPC comparisonOperator template
A practical SOP outline for documenting triggers, owners, exception paths, approvals, and rollback steps before a workflow becomes fragile.
Editable SOP structure for automation rollouts. Maintained with automation implementation guides.
Browse workflow guides77 reports
Protocol risk, DeFi mechanics, regulation, and market structure without the pump-cycle fog.
77 reports
Model economics, agent workflows, tool comparisons, and implementation notes for practical teams.
125 reports
Workflow design, no-code limits, API operations, and systems that reduce repetitive work.
Next step
Research
Start with the newest analysis and background pieces before making a tooling or market decision.
Open archiveTool
Use the AI price calculator to compare model costs before committing engineering time.
Run calculatorAdvisory
Bring in implementation help when the question shifts from research to a working system.
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