DeepCode: Open Agentic Coding Li et al.: https://
arxiv.org/abs/2512.07921 #ArtificialIntelligence #DeepLearning #MachineLearning
SOFTWARE
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DeepCode: Open Agentic Coding System by Li et al.
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Try Genspark, ChatGPT, or Google Gemini
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Have you tried Genspark or ChatGPT? Google Gemini should work too, Amongst others
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Opus 4.5 excels in agentic coding versus GPT-5.2
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I was wrong. I’ve been spending more time using Opus 4.5 in Claude Code, and it’s better than anything in Codex CLI. GPT-5.2 Pro is still a better engineer overall, but for agentic coding, Opus 4.5 is the best. My initial experience was pretty bad, but today, it’s been great.
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Stacked Diffs: Technical Depth and Internal Development History
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Jared went in depth on what stacked diffs are, why they are so hard, and some history on it internally during our conversation from GitHub Universe 2025.@jaredpalmer https://t.co/z7RLz6nvFR pic.twitter.com/S9pj0M4UZq
— Latent.Space (@latentspacepod) 14 décembre 2025Jared went in depth on what stacked diffs are, why they are so hard, and some history on it internally during our conversation from GitHub Universe 2025. @jaredpalmer
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Comet Assistant shifts compute to lightweight local models
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A lot of the compute on Comet Assistant will slowly but surely move to fast lite-weight models. Potentially something that can run locally. https://t.co/pQxe7WjBJh
— Aravind Srinivas (@AravSrinivas) 13 décembre 2025A lot of the compute on Comet Assistant will slowly but surely move to fast lite-weight models. Potentially something that can run locally.
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Agent Bricks integrates with Microsoft 365 for governed AI workflows
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Agent Bricks now connects with Microsoft Agent 365, making it easier to bring governed data and AI into everyday Microsoft 365 workflows. With @Azure Databricks and Unity Catalog behind the scenes, employees can ask questions and act on live, trusted data directly from Teams,
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Self-Critiquing Writing Technique
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Technique 10: Self-Critiquing Writer Loop Elite prompts force self-editing before delivery. Template: "Before finalizing, internally critique the piece for:
– Generic phrasing
– Shallow explanations
– Missed nuance Fix all issues before presenting the final version." -
Invisible Outline Lock Technique
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Technique 1: Invisible Outline Lock Great long-form writing lives or dies by structure. Instead of asking for an outline, experts force the model to create one silently and obey it. Template: "Before writing, internally create a detailed outline optimized for clarity,
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Gemini app adds image markup for precise editing
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Gemini app now has a possibility to markup attached images to guide Gemini with precise editing instructions.
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Groq’s Inference Transforms Raycaster into Real-Time Interactive System
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Groq’s production-grade inference changed that. It let Raycaster run huge parallel jobs in real time. Document scans felt instant. Research tasks streamed results as they happened. Groq turned Raycaster from a promising tool into a live, interactive system.