Enterprises are going to actually want a coherent roadmap for the development of tools like Codex and Cowork, so they can plan and train and scale their use. This conflicts with the Labs’ vision where these tools rapidly scale exponentially in ability as models approach AGI.
LLMS
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Essential Technical Skills for AI Engineers
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As an AI Engineer. Please learn: – Harness engineering, not just prompt engineering
– Prompt caching vs. semantic caching tradeoffs
– KV cache management at scale
– Speculative decoding vs quantization
– Structured output failures & fallback chains
– Evals (LLM-as-judge + human -
Technical Requirements for Evaluating AI Model Architecture
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Thanks, but there are no open weights yet, right? Asking because it would be impossible to cover architecture details without open weights and/or a detailed technical report
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Using Claude Code as an AI Agent for CLI Automation
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Olalala l'idée !!!!! imagine gouv cli , et tu peux tout faire avec cette interface et t'as claude code qui manipule ca.
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Gartner 2026 Hype Cycle for Agentic AI
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Gartner: 2026 Hype Cycle for Agentic AI #gartner #AI #AgenticAI #AIAgent #ArtificialIntelligent #LLM #GenAI #GenerativeAI #HypeCycle @AlbertoEMachado @Eli_Krumova @postoff25 @Khulood_Almani @anand_narang @NutritiousMind @baski_LA @TanyaSinha_ @devaang @AlAmadi1 @jeancayeux
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Anthropic’s Guide to Building Effective Agents
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ICYMI Anthropic's guide to building effective agents is worth bookmarking. It covers: > workflows vs agents > routing & parallelization > orchestrator-workers > autonomous agents Guide: → https://anthropic.com/engineering/building-effective-agents … By Erik Schluntz (@ErikSchluntz) and Barry Zhang (@barry_zyj).
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Ultra-fast mode coming to Codex very soon
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Looks like "ultra-fast"-mode coming to Codex very soon!
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Using LLMs for personal financial data analysis
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Export your statements. Open your bank app. Download the last 12 months of every checking and credit card account as a CSV.
Most people have never done this. It takes 4 minutes. Upload all the files to Claude or ChatGPT in one chat. -
Improving Claude Code workflow with terminal image pasting
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So yes the #1 problem I have with my VPS Claude Code set up is copy pasting screenshots into @TermiusHQ
, if someone can fix that I'd be very happy Termius themselves should just fix this:
– detect paste of image
– immediately upload it via SFTP to /tmp on server
– show a -
Technical deployment of Claude Code on VPS
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I think it's fine, Claude Code is just a front end that makes requests to Claude's servers so it should work on basic VPS too, but you can try