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Rethinking Agent Architecture: New Design Paradigms Emerge
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If you're building agents, now is the time to rethink the architecture. Checkout the Paper here:
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Adopting SLMs without rearchitecting your entire stack
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Adopt SLMs without rearchitecting your entire stack: → Start by auditing where LLMs are used and which tasks can be offloaded → Use distillation and fine-tuning to train SLMs on those subtasks → Gradually replace LLMs with SLMs in your pipeline, monitor, and optimize
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ChatGPT 5 vs Claude Opus 4.1 for App and Game Development
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ChatGPT 5 vs Claude Opus 4.1 Which AI is better for building apps and games? I tested both models with the exact same 5 prompts with no outside tools. They had to build AND run everything inside their own environments. Here’s who actually makes the better apps & games
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MCP Protocol Limitations and Communication Challenges
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Not much to be honest, maybe shout a bit louder? This problem is inherent to how MCP works.
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Developer JWT Token Theft from Hardcoded Source Code
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Correction to this thread: I said the developer secrets were stolen from environment variables but actually it looks
like they stole a JWT token that was hard-coded in source code. More of my notes here: -
Militant for Claude Code for three months
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PS: And I say this while I've been advocating for Claude Code for three months, which I love.
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Claude Code is not one-shot, contrary to criticisms
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In my last video, all my code benchmarks were done in one shot, in a single sentence. I see plenty of people acting like monkeys telling me: "Yes but Claude Code is better, you know nothiiing". So I say it again: CLAUDE CODE IS NOT ONE-SHOT!!! Yes
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Non-sponsored video: Claude Code better with multiple iterations
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The video is not a partnership. And again it's a one-shot for all models. If we use Claude Code with multiple iterations, yes Claude Code will be better.
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Opus 4.1 outperforms GPT-5 and Codex for JavaScript development
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OK I worked all day on a JS project to test our GPT-5 in practice. I used chatgpt (with thinking) and codex CLI. I hated them both. For the last 20 minutes I used Opus 4.1, and omg what a breath of fresh air…