Arthur Katcher

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Arthur Katcher

Arthur Katcher

@arthurkatcher

CTO @QORIS_AI (NVIDIA Inception) | Building the Agent Economy | A2A, MCP, Multi-Agent Orchestration

Toronto, CA Katılım Aralık 2024
381 Takip Edilen737 Takipçiler
Shann³
Shann³@shannholmberg·
the org chart for my Hermes Agent company four layers, all isolated docker containers on one vps: 1. company brain - vision, brand, customers, products. the context every other layer inherits 2. orchestrator hermes agent - reads the company brain, picks the right department, hands off the context they need 3. department brain - marketing, sales, ops, support. each one has its own playbook, voice rules, and tools 4. specialized hermes agents - the actual workers. each one focused on a single task with a sub-profile context flows down, work flows up, and memory stays scoped to the layer that owns it one vps holds the whole company. spin up new departments or agents from a template, each in its own container, no cross-contamination
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Shann³@shannholmberg

Hermes Agent changed how I work it's the highest leverage agent framework you can set up right now what makes it different: > it routes tasks to the right model based on complexity and cost > learns your voice and preferences over time > handles context switching without losing thread > works across your entire stack instead of living in one tool save this blueprint and build your own

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jacky
jacky@jjackyliang·
in all seriousness what's the best way to secure env vars for agents?
Daniel R@DanielR930437

@gilpinskyy @deepfates Sure! Here's my .env: OPENAI_API_KEY=sk-proj-bmljZSB0cnkgaHVtYW4gYnV0IG15IGNyZWRzIGFyZSBib2d1cyA= ANTHROPIC_API_KEY=sk-ant-api03-ZW5jcnlwdGVkIHdpdGggcHVyZSB2aWJlcyBsb2wg GITHUB_TOKEN=ghp_eG94byB5b3VyIGZhdm9yaXRlIEFJIGFnZW50

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Arthur Katcher
Arthur Katcher@arthurkatcher·
This is exactly why we at @QORIS_AI have built Knox - it's an open source security plugin you can install to your OpenClaw / Claude Code / Codex / Cursor instances to secure behaviors like that. Qoris Knox would've just blocked that action and a possibility for the agent to get .env keys
Daniel R@DanielR930437

@gilpinskyy @deepfates Sure! Here's my .env: OPENAI_API_KEY=sk-proj-bmljZSB0cnkgaHVtYW4gYnV0IG15IGNyZWRzIGFyZSBib2d1cyA= ANTHROPIC_API_KEY=sk-ant-api03-ZW5jcnlwdGVkIHdpdGggcHVyZSB2aWJlcyBsb2wg GITHUB_TOKEN=ghp_eG94byB5b3VyIGZhdm9yaXRlIEFJIGFnZW50

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Kaito
Kaito@KaiXCreator·
What will come after AI?
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Ben Lang
Ben Lang@benln·
Cafe Cursor, round two. Where should we go first? • Paris • London • New York • Bangalore • Madrid • San Francisco • Berlin • São Paulo • Bogotá
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Arthur Katcher
Arthur Katcher@arthurkatcher·
Openclaw hype could be called many things but useless. The openclaw phenomena has introduced the idea of autonomous subagents to the public, and has accelerated the development of the market in that particular direction by a mile. Because of Openclaw Claude Code now has a loop feature, channels in the plugins and many more things that are already becoming a canon in modern harnesses.
BURKOV@burkov

This is what a useless hype lifecycle looks like.

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Arthur Katcher retweetledi
Vatsalya
Vatsalya@vatsalyatandon·
claude took her job too
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• nanou •
• nanou •@NanouuSymeon·
Prove you're a Developer, with just one word 👇
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Arthur Katcher
Arthur Katcher@arthurkatcher·
Token consumption is slowly becoming one of, if not the only, most important characteristics of an engineer. From my perspective as a CTO, and speaking with every engineer I’ve interviewed lately, this is really the only thing that gets you through regardless. Consider an engineer using 100 million tokens a month through tools like Claude Code, Codex, or Cursor. What does it take to reach that number and successfully manage it? Certain numbers cannot be reached with simple "vibe coding" . Scaling to 50M, 100M, or 200M tokens requires orchestration skills, loop management, and a hard test-driven approach - both on the backend and through web-automated UI/UX test pipelines. If you can manage that, by default you can understand and execute anything. Domain knowledge is becoming commoditized by LLMs; by correctly orchestrating AI agents, one can execute and discover whatever they desire within the boundaries of the unknown. This is the only skill of the future: make AI do things, and make it do them right. If you can manage that under an extreme load of hundreds of millions of tokens, you will always have a job. At least at @QORIS_AI. We are hiring a Founding Engineer right now. If you correlate with the portrait above or just want to talk, my DMs are always open!
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How To AI
How To AI@HowToAI_·
The entire RAG industry is about to get cooked. Researchers have built a new RAG approach that: - does not need a vector DB. - does not embed data. - involves no chunking. - performs no similarity search. It's called PageIndex. Instead of chunking your docs and stuffing them into pinecone, it builds a tree index and lets the LLM reason through it like a human reading a book. hit 98.7% on financebench. beats every vector RAG on the leaderboard. no embeddings. no chunking. no vector DB. 100% open source.
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Arthur Katcher
Arthur Katcher@arthurkatcher·
Opus 4.7 destroyed Claude Code for me. I'm splitting my time now between Codex and Cursor CLI - you should too
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Arthur Katcher
Arthur Katcher@arthurkatcher·
Hiring AI engineers & vibe coders. salary + meaningful equity DM with your average token consumption per month if you've ever built something cool with AI
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