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28 contributions to AI Avengers Lab
Anderson is presenting his agent architecture this Friday - and it just got peer-reviewed
This Friday 1PM EST, Andy is presenting live. Topic: Interpretable Context Methodology (ICM) - how to structure a Claude agent system using nothing but Markdown files and folders. A research paper dropped this month proving the exact pattern Andy has been using for the past 6 months to run his business. The paper calls it Model Workspace Protocol. We call it skills.md. Same thing. Different names. Andy is going to show the full architecture live - how a single Claude agent reads a folder of Markdown files and executes a complete multi-step workflow. No LangChain. No orchestration framework. Just structured context. This is free for Claude Pro/Max users. Register: manojsaharan.ai/workshop
0 likes • May 29
🚨 WORKSHOP TODAY — 1PM EST 🚨 Everyone’s building agent swarms. Multi-agent frameworks.Agents managing agents.Complex orchestration layers. But a new paper just flipped the whole thing upside down: You might only need ONE agent —with the right context at the right time. That’s it. Folders become workflows.Markdown files become instructions.Scripts handle the repetitive work. No heavy frameworks.No orchestration chaos.Just structure an AI can actually understand. It’s called Interpretable Context Methodology — and it’s already being used in production. Today at 1PM EST, I’m breaking it down live: → Why narrow context beats “smart” agents→ How to build it yourself→ Where it fits in an AI workforce stack Bring your messiest workflow.We’ll architect it live 🔥
We go live in 30 minutes ( CLAUDE CODE + OBSIDIAN )
Most of the AI setups I see have the same problem: no memory. Every session starts from zero. Your AI doesn’t know your clients, your projects, your decisions. You’re explaining yourself every single time. That’s not an AI assistant. That’s a very expensive search bar. Today we fix that. Claude Code + Obsidian. A persistent memory layer built from scratch, live, in front of you. Templates. Configs. Full structure. Nothing hidden. Without memory, your AI guesses. With memory, it compounds. Link in 5. See you there.
𝗜’𝗺 𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗮𝗻 𝗔𝗜 𝘁𝗵𝗮𝘁 𝗿𝗲𝗺𝗲𝗺𝗯𝗲𝗿𝘀 𝗲𝘃𝗲𝗿𝘆𝘁𝗵𝗶𝗻𝗴.
Not a chatbot. Not Notion with a plugin. A 𝘀𝗲𝗰𝗼𝗻𝗱 𝗯𝗿𝗮𝗶𝗻 that knows my clients, my projects, and what I said three weeks ago — without me repeating a damn thing. Here’s the problem nobody talks about: 𝗘𝘃𝗲𝗿𝘆 𝗔𝗜 𝗰𝗼𝗻𝘃𝗲𝗿𝘀𝗮𝘁𝗶𝗼𝗻 𝘀𝘁𝗮𝗿𝘁𝘀 𝗳𝗿𝗼𝗺 𝘇𝗲𝗿𝗼. You explain your business. Your preferences. Your context. Again. And again. It’s like onboarding a 𝗻𝗲𝘄 𝗶𝗻𝘁𝗲𝗿𝗻 𝗲𝘃𝗲𝗿𝘆 𝘁𝗶𝗺𝗲 you open a chat window. I got tired of it. So I’m building the fix. 𝗖𝗹𝗮𝘂𝗱𝗲 𝗖𝗼𝗱𝗲 𝗮𝘀 𝘁𝗵𝗲 𝗯𝗿𝗮𝗶𝗻. 𝗢𝗯𝘀𝗶𝗱𝗶𝗮𝗻 𝗮𝘀 𝘁𝗵𝗲 𝘃𝗮𝘂𝗹𝘁. A 𝗽𝗲𝗿𝘀𝗶𝘀𝘁𝗲𝗻𝘁 𝗺𝗲𝗺𝗼𝗿𝘆 𝗹𝗮𝘆𝗲𝗿 that stores everything your AI learns and retrieves it automatically. The result: You open a new session and your AI already knows what you’re working on. It doesn’t ask “how can I help?” 𝗜𝘁 𝘁𝗲𝗹𝗹𝘀 𝘆𝗼𝘂 𝘄𝗵𝗮𝘁 𝗻𝗲𝗲𝗱𝘀 𝘆𝗼𝘂𝗿 𝗮𝘁𝘁𝗲𝗻𝘁𝗶𝗼𝗻. I’m building this live on Friday. From scratch. No slides. No pre-built demo. Just me setting it up in real time so you can follow along and build your own. You get: • The live session • The recording • Every template • The config files 𝗢𝗻𝗹𝘆 𝗼𝗽𝗲𝗻𝗶𝗻𝗴 𝘁𝗵𝗶𝘀 𝘁𝗼 𝗮 𝘀𝗺𝗮𝗹𝗹 𝗴𝗿𝗼𝘂𝗽. Comment “𝗕𝗥𝗔𝗜𝗡” or DM me and I’ll send you the details.
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We're Live!! CLAUDE CODE WORKSHOP
Join us to see how we use Claude Code in our daily lives https://us05web.zoom.us/j/81246499380?pwd=1vxIKSM6WqpSkTqYEojRA2L126lwR6.1 Meeting ID: 812 4649 9380 Passcode: UGD7Vn
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We're Live!! CLAUDE CODE WORKSHOP
Today’s the day. Claude Code Workshop goes live in less than 2hours?
If you’ve been curious about how to actually use Claude to build things not just chat, but real workflows, real systems, this is for you. We’re keeping it beginner-friendly, but we’re not holding back: - How to structure prompts that actually work - Turning ideas into functional builds - Using Claude as your coding partner (the right way) No fluff. Just hands-on building.
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Anderson Ntuk
3
5points to level up
@anderson-ntuk-3710
Automation Specialist

Active 9d ago
Joined Mar 17, 2025