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@korilovestoshop: 🚨Brand New PHLUR Heavy Cream Layering Duo - Perfume + Whipped Body Butter Set @@Phlur Fragrances ##phlur##bodybutter##bodycareroutine##perfume ##phlurheavycream

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Wednesday 21 October 2026 03:23:48 GMT
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Most people build an AI setup by picking a tool. The tool is the easy part. What makes an agent actually useful is a folder it can read: your rules at the top, your facts underneath, the jobs you repeat, a small database, and notes about where you left off. ​ A published architecture paper puts five services under the agent: scheduling, context, memory, storage, permissions. Pulling those out of the agent and into the system around it measured up to 2.1x faster. You can build the same five out of plain files. ​ 13 slides, all of it concrete: ​ - the full folder, every line, with what goes in each one - what belongs in AGENTS.md vs SKILL.md vs CLAUDE.md, and why mixing them breaks things - which file wins when two of them disagree - three lines of setup that make one file work in Gemini CLI, Aider and Claude Code - a data folder with SQLite, numbered migrations and saved .sql your agent runs instead of guessing - why your slash commands are just markdown files in a folder - an archive script so finished work gets dated instead of deleted - one real cleanup: a rules file cut from 30KB to 16KB using a single test per line ​ The part people skip is state. If your plan and your handoff only exist in the chat, they die with the chat. #aios #agenticai
Most people build an AI setup by picking a tool. The tool is the easy part. What makes an agent actually useful is a folder it can read: your rules at the top, your facts underneath, the jobs you repeat, a small database, and notes about where you left off. ​ A published architecture paper puts five services under the agent: scheduling, context, memory, storage, permissions. Pulling those out of the agent and into the system around it measured up to 2.1x faster. You can build the same five out of plain files. ​ 13 slides, all of it concrete: ​ - the full folder, every line, with what goes in each one - what belongs in AGENTS.md vs SKILL.md vs CLAUDE.md, and why mixing them breaks things - which file wins when two of them disagree - three lines of setup that make one file work in Gemini CLI, Aider and Claude Code - a data folder with SQLite, numbered migrations and saved .sql your agent runs instead of guessing - why your slash commands are just markdown files in a folder - an archive script so finished work gets dated instead of deleted - one real cleanup: a rules file cut from 30KB to 16KB using a single test per line ​ The part people skip is state. If your plan and your handoff only exist in the chat, they die with the chat. #aios #agenticai






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