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Swapniltalekar (auto-discovered)

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07:56
2026-09-23
swapniltalekar.substack.com
ai-agents

Tradeoff considerations while running LLM models locally

A developer who ran the Hermes personal agent for three months found that agent frameworks consume an order of magnitude more tokens than plain chatbots, with a simple "hi" message burning 17,292 toke…

17:39
2026-08-31
swapniltalekar.substack.com
artificial-intelligence

Three months of running personal AI agents, and what it taught me

An engineer detailed three months of running personal AI agents, sharing lessons on their practical capabilities and limitations. The account highlighted the agents' strengths in automating routine ta…