How to Really Build on Top of LLMs (full training session) Personalization, databases, retrieval (RAG, CAG), frameworks, fine-tuning… We will discuss… Some theory for the essentials
LLM limitations
Context window
Knowledge issues
Embeddings + encoders
Long context
RAG
Data,
CODE
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Building on LLMs: RAG, Fine-tuning, Personalization Essentials
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Agent2Agent Protocol Explained with Code Example
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Agent2Agent Protocol, explained with code example: https://t.co/UfWenN3kDC pic.twitter.com/Ph8hGPfQ03
— Akshay 🚀 (@akshay_pachaar) 5 juillet 2025Agent2Agent Protocol, explained with code example:
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o3-pro reasoning traces hide exact code unlike o3
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ChatGPT o3-pro reasoning trace summaries don’t currently show you the exact code executed the way o3 traces do, even when it’s undoubtedly using tools (e.g. if you make it compute hashes). They’re just cagier with o3-pro.
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Blurring images with code helps LLMs recognize faces like squinting
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I think it’s literally blurring the image with code tools, and it recognizes the face after — the LLM equivalent of a human squinting or viewing it at a distance
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Abacus AI Launches Advanced CodeLLM with Superior Coding Agent Capabilities
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You will love our latest CodeLLM release
— Abacus.AI (@abacusai) 5 juillet 2025
– one of the best coding agents
– interleaved thinking and tool use
– does better than most people other SOTA agents
Next release will be focused on efficiency pic.twitter.com/XwdR6L0okKYou will love our latest CodeLLM release – one of the best coding agents – interleaved thinking and tool use – does better than most people other SOTA agents Next release will be focused on efficiency
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Cline Workflow: Plan First, Then Act
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If you’re new to Cline – for anything you want to do:
– write your prompt, select “plan”, run it
– once that’s done, assuming you don’t want it to change anything it planned, press “act” -
AI Tool Usage for Terminal Command Generation and Automation
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Nah, I do this! I keep it around for the command k stuff (maybe use this 3x a week) and terminal command gen
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Cline gives total control with real-time prompt cost visibility
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Cline gives you total control, and you see the cost of every prompt you run in real-time
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Cline AI Agent Browser Verification for Frontend Tasks
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Try Cline on a frontend task and ask it to use a browser to verify everything it does. You’ll see why then 🙂