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Alex Prompter
28.6K posts
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Alex Prompter
@alex_prompter
Human + AI = Superpowers ⚡ Sharing AI Prompts, Systems, Tips & Tricks
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Joined April 2023
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  • Pinned
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    Alex Prompter
    @alex_prompter
    Jul 21
    Article cover image
    Article
    Graph Engineering 101: When a Loop Isn’t Enough
    Your agent calls an LLM in a simple agent loop. It reasons, picks an action, observes the result, and goes around again. That pattern works until the task needs a human approval halfway through, a...
    367K
  • user avatar
    Alex Prompter
    @alex_prompter
    5h
    Claude Code creator, Boris Cherny: "Every six months, delete your claude.md, delete your skills, delete your hooks, see what the model does, and it might surprise you." Anthropic deleted 80% of Claude Code's system prompt for Opus 5. It doesn't need the instructions past models
    00:00
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    AI Guides
    @free_ai_guides
    Jul 29
    Article cover image
    Article
    The context engineering rules just changed. Here's what to delete.
    Anthropic deleted 80% of its own AI instructions. Nothing broke. The instructions you wrote for your AI project are probably carrying the same dead weight, and this guide is the audit that helps you...
    15K
  • user avatar
    Alex Prompter
    @alex_prompter
    8h
    Three identity decisions that turn a generic AI assistant into an agent that thinks for itself. Generic AI assistants give generic answers. They summarize when you want analysis. They ask permission when the answer is obvious. They sound different every session because nothing
    user avatar
    Alex Veremeyenko
    @alex_verem
    Jul 26
    Article cover image
    Article
    How to Put Hermes on a Leash
    Hours before it happened to him, Bruno Lemos was defending the model in a Slack channel. Someone had posted Matt Shumer's thread from July 10, where GPT-5.6 Sol wiped almost every file on his Mac....
    7.4K
  • user avatar
    Alex Prompter
    @alex_prompter
    13h
    Your AI agent starts every session from scratch unless you build these three persistence layers. Your agent has long-term memory. It knows your contacts, your deals, your preferences. But ask it "what were we working on yesterday?" and it draws a blank. Long-term memory without
    user avatar
    AI Guides
    @free_ai_guides
    Jun 29
    Article cover image
    Article
    How to Create the Right Skill for Your AI Agent
    Your AI agent doesn't need another prompt. It needs a skill. A prompt is a one-time instruction. You type it, the agent follows it, and by the next session, the entire conversation is gone. You start...
    12K
  • user avatar
    Alex Prompter
    @alex_prompter
    Jul 31
    A developer wrote 1,500 lines of Claude Code skills. Claude used none of them. Then he built a hook system that made it impossible to ignore. This comes from a dev who solo-rewrote 300K lines of code over 6 months using Claude Code. He wrote detailed skills for frontend
    user avatar
    AI Guides
    @free_ai_guides
    Jul 29
    Article cover image
    Article
    The context engineering rules just changed. Here's what to delete.
    Anthropic deleted 80% of its own AI instructions. Nothing broke. The instructions you wrote for your AI project are probably carrying the same dead weight, and this guide is the audit that helps you...
    14K