AI Agents ≠ single LLM They’re systems of models • General LLMs → reasoning
• Domain LLMs → expertise
• RAG → real-time data
• Tools → actions & automation
• Open-source → control & privacy Real power = orchestration of multiple LLMs Via Giuliano Liguori
TOOLS
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AI Agents Are Multi-Model Systems Powered by Orchestration
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Inside the Leaked Claude Code Codebase: Key Findings
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This was one of the most interesting things I found in the leaked Claude Code codebase. I covered a lot more in my full breakdown here: https://
youtu.be/uctTuckWGEw?si
=qrhvU9uDJ5i-AB_t
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Brief ChatGPT Like a Consultant for Better Results
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💡 Most people use ChatGPT like a search box. You will get far better results by briefing it like a smart consultant.
— Bernard Marr (@BernardMarr) 4 mai 2026
In this video, I share a simple method:
✅ In one prompt, provide 3 things
✅ Context, who you are, what you are doing, who the audience is
✅ Constraints,… pic.twitter.com/TQKojW74OCMost people use ChatGPT like a search box. You will get far better results by briefing it like a smart consultant. In this video, I share a simple method: In one prompt, provide 3 things Context, who you are, what you are doing, who the audience is Constraints,
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FutureAGI Open-Source Repo and Cloud Platform Launch
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Repo → http://
github.com/future-agi/fut
ure-agi
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Cloud → https://
app.futureagi.com/?utm_source=x_
twitter&utm_medium=social&utm_campaign=oss_launch_@DataChaz
… Kudos to @itsjustnikhil and the @FutureAGI_ team for building this and making it open-source for the community! Don't forget to drop a star -
Using Codex AI Agent to Clone and Migrate Notion Autonomously
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Tutorial: > open codex
> /goal clone and migrate all my Notion
> go for a walk -
Agent Harness Explained: LLM Scaffolding Is the Real Moat
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everyone is talking about the `Agent Harness` right now. this is a great breakdown of why: → Frontier models are converging and getting way cheaper.
→ the real moat is the scaffolding around the LLM (context, tools, sandboxing etc.) -
Chormex v0.1.3 Brings Codex and MCP Support to Chrome
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Use Codex directly inside Chrome.
— CHOI (@arrakis_ai) 4 mai 2026
Chormex just dropped v0.1.3 and it’s kind of wild.
You can now connect Skills, plug into MCP and plugins, generate comics from the page you’re on, highlight any context and ask questions instantly, get site-specific suggestions, use Plan Mode,… pic.twitter.com/xJHJUIKyr2Use Codex directly inside Chrome. Chormex just dropped v0.1.3 and it’s kind of wild. You can now connect Skills, plug into MCP and plugins, generate comics from the page you’re on, highlight any context and ask questions instantly, get site-specific suggestions, use Plan Mode,
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AIKosh AI Utility Repository Makes Data AI-Ready
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Tools that make your data AI-ready. AIKosh’s AI Utility Repository provides ready-to-use tools, helping accelerate the journey from raw data to usable AI assets. Enabling faster, safer, and more efficient AI development. Discover more on AI Kosh. https://
aikosh.indiaai.gov.in/account/regist
er/step-1
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Guide to Building Apps with AI Coding Released
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New release! Everyone Is a Programmer — A battle-tested guide to building real apps with AI coding: https://
amzn.to/4cOEPNa via @PacktPublishing -
Tencent Hunyuan Script-a-Video Introduces Smart Caption System MTSS
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What if your video captions could be edited without rewriting the entire scene? Tencent Hunyuan Team introduces Script-a-Video with MTSS — a smart caption system that splits video into separate streams (shots, events, references) and links them with explicit timestamps and