Agent = Model + Harness: Do not put an F1 engine into a brakeless bus
At the end of last year, I created a bot that ran in the background to automatically read menus from partner restaurants sent in PDF/Excel format, then parsed them into a Go struct to load into the Menu Service database.
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Headroom vs Aphrodite: The Context Compression War - Your LLM is Burning 90% of Tokens on Junk
$80 per Bookmark In April, I was debugging a trace why the service menu was returning 500. Claude Code ran, sent the stack trace in, loaded the service file, then sent the gateway file, and also sent the DB schema. 3 seconds later - bing - it responded. After reading it, I just sat there in silence.
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From Claude Code to Hermes Agent: The Journey to Find an AI Agent That Doesn't 'Forget' Itself Every Morning
On Monday morning, I opened Claude Code, typed claude in the terminal, waited 3 seconds for loading, and then realized: it didn’t remember anything.
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