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Open archiveIndependent digital economy coverageCrypto / AI / AutomationUpdated Aug 7, 2026
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AI
Why Open Source LLMs Are Catching Up Fast
The strongest argument for open source LLMs is no longer ideology. It is procurement.
Aug 6, 202615 min
AI
The Gap Between AI Agent Hype and Reality
AI agents are being sold as tireless digital workers. The uncomfortable truth is simpler: most are still expensive workflow glue wrapped around a...
Aug 6, 202612 min
AI
Why AI Productivity Claims Don't Match Reality
The biggest myth about AI productivity is not that AI tools are useless. It is that productivity appears the moment a company buys seats.
Aug 5, 202615 min
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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.
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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.
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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
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