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OpenClaw vs Hermes Agent vs OpenHuman: Which Open-Source Agent Is Right for You?

2026 marks an interesting fork in open-source agents: some projects focus on “making AI actually do things for you,” others emphasize “long-term self-growth,” and still others pri…

From Model Reseller to Model Capacity Operator: Predicting the Development Trend of AI Tokens

TL;DR This article is not about “which API is cheaper,” but about AI Tokens becoming the settlement unit for model capacity—and who will manage the gateway, routing, ledger, quali…

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Notes on technology, personal reflections, product experiences, and learning. In a fast-changing world of technology and products, this space looks beyond the noise to explore structures and trade-offs, building a lasting framework for understanding.

If you do not know what to do in the future, focus on doing what is in front of you well. Living a little better today than yesterday is progress. Time will bring you a future you never imagined.

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