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Open archiveIndependent digital economy coverageCrypto / AI / AutomationUpdated Aug 4, 2026
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AI
ChatGPT Team vs Claude Team: Which Plan Fits Small Teams
The hard part is no longer convincing a small team to try AI tools. The hard part is deciding which workspace should become the place where sensitive...
Aug 3, 202616 min
AI
Midjourney vs Adobe Firefly: Which Image Tool Is Safer for Work
The safer image generator for work is not the one that makes the prettiest surreal sneaker ad. It is the one your legal, security, brand, and...
Aug 2, 202617 min
AI
What Transformer Architecture Limits Mean for AI
AI tools are getting bigger context windows, better agent modes, and cheaper token pricing. That does not mean the core transformer tradeoffs disappeared.
Aug 2, 202616 min
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Field notes worth saving
Practical worksheets from the reporting desk: pricing sheets, infrastructure checks, and rollout templates.
AI cost desk
AI Model Pricing Sheet
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
Solana RPC Benchmark Checklist
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
Automation SOP 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.
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Crypto Markets
Protocol risk, DeFi mechanics, regulation, and market structure without the pump-cycle fog.
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Model economics, agent workflows, tool comparisons, and implementation notes for practical teams.
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Workflow design, no-code limits, API operations, and systems that reduce repetitive work.
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