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Munder Difflin – Agent harness to run an office of your clones

Hacker News Top · 18h ago Cached

Munder Difflin is an open-source multi-agent harness that enables users to deploy AI agent clones for 24/7 automation and team collaboration, integrating with existing CLI agents and providing private cloud and network features.

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@FinanceYF5: 3/The larger the scale, the more models OpenRouter can offer, with advantages in price, stability, and launch speed. Meta, xAI, and Chinese model teams have all prioritized launching models on OpenRouter; OpenAI also tests secret models here and offers exclusive GPT-5.6 discounts. K…

X AI KOLs Following · yesterday Cached

OpenRouter platform scales up, providing richer model choices and optimizing price, stability, and launch speed. Companies like Meta, xAI, and OpenAI prioritize using or testing models, and Karpathy calls it 'the AI switch'.

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1/@FinanceYF5: A company often criticized for lacking a 'moat' was acquired by Stripe approximately three years after its founding. The acquisition price for OpenRouter hasn't been announced, but it might be one of the quickest acquisitions of a company at this scale. What did it get right?

X AI KOLs Following · yesterday Cached

A company questioned for having no moat was acquired by Stripe about three years after its establishment, with the acquisition price undisclosed, but it could be one of the fastest acquisitions of a similar scale. The article explores the company's success.

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@PrajwalTomar_: Grok Bot PRO tip: Don't just read my article and move on. Steal the system and make it yours in 2 minutes: 1. Copy the …

X AI KOLs Following · 15h ago Cached

The article provides a quick tip on setting up a personalized bot team using Grok Bot, Claude, or ChatGPT to automate tasks based on individual work needs.

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@DLKFZWilliam2: I applied and got approved instantly! Apple is giving away money!!! Friends, you can all try it! Apple's free cloud AI Private Cloud Compute (PCC) calls Apple Foundation Models, completely free!!! In the future, in Apps …

X AI KOLs Following · yesterday Cached

The user applied for Apple's free cloud AI Private Cloud Compute and Apple Foundation Models, was approved instantly, and plans to add AI features to applications at zero cost.

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@beefnoode: I also noticed when using ChatGPT web version that sometimes for specific coding or planning tasks, the performance is better than on Codex. Recently, Codex feels like it takes a long time on a task, and the efficiency is not as high as on the web version. Yesterday, pushing a repository to GitHub took...

X AI KOLs Following · 20h ago Cached

The user compared the efficiency of ChatGPT web version and Codex in coding tasks, finding that ChatGPT performs better in some cases, and shared an experience where using Codex to push a repository to GitHub took a long time.

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@LerSentAI: Developed an app for nearly a month, Woo - your 3D digital wardrobe, not only records your OOTD but also displays it in a 3D representation

X AI KOLs Following · yesterday Cached

An app named Woo is now complete; it's a 3D digital wardrobe that can record daily outfits and display them in a 3D representation.

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@FinanceYF5: Full Video:

X AI KOLs Following · yesterday Cached

Google Distinguished Engineer Jeff Dean engaged in a fireside chat with Don Mengdong at Stanford University, reviewing the AI evolution from MapReduce to Gemini and sharing insights on model scaling and multimodal AI.

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@FinanceYF5: Former Google Chief Scientist Jeff Dean nearly tears up when talking about his decision to leave Google after 27 years and start an independent startup. 'I have very deep feelings for the time I spent at Google... and also met many amazing colleagues.'

X AI KOLs Following · yesterday Cached

Jeff Dean, former Google Chief Scientist, tearfully discusses the decision to leave Google after 27 years and start an independent startup, expressing deep feelings for his time at Google.

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@KirkDBorne: Python Automation Cookbook — 100+ new and updated recipes for scalable workflows, MCP integrations, and AI-powered auto…

X AI KOLs Timeline · 23h ago Cached

The tweet announces the third edition of the Python Automation Cookbook, featuring new recipes for scalable workflows, MCP integrations, and AI-powered automation for Python developers and automation engineers.

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@tshevl: We ran a $25,000 contest to uncover: where do the best AI forecasting systems disagree about the future? The contest at…

X AI KOLs Timeline · yesterday Cached

A $25,000 contest was held to uncover where AI forecasting systems disagree about future predictions, attracting superforecasters and hedge fund quants to probe for wedge questions.

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@IndieDevHailey: Discovered an interesting collection of animations and instantly got hooked. He's recently working on an open-source project called Comimi, a comic reader library for the web (JS/TS). It's not just a simple page-turning toy, but something that truly considers the actual reading experience. The video demonstrates it clearly: Supports standard/widescreen/full-screen switching…

X AI KOLs Timeline · 23h ago Cached

Introducing the open-source project Comimi, a comic reader library designed for the web, supporting multiple reading modes, customizable features, and a lightweight implementation, focused on enhancing the actual reading experience.

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@TechWithTimm: Here’s a complete Claude Code tutorial for beginners. I’ll take you from installing it for the first time to building p…

X AI KOLs Timeline · 15h ago Cached

A comprehensive beginner's guide to using Claude Code, covering installation, setup, basic commands, Git integration, and advanced features like memory and agents.

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@heyshrutimishra: AI is consuming 10% of US electricity. Researchers at Penn State combined synthetic DNA with a crystalline semiconducto…

X AI KOLs Timeline · 15h ago Cached

Researchers at Penn State developed a memory device using synthetic DNA and perovskite that reduces power consumption by 100 times compared to conventional chips, potentially mitigating AI's energy demands by integrating memory and processing.

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@daibzyan: I built LocalCode Agent Lab to understand coding agents from the ground up—not just use an API. I learned how models, t…

X AI KOLs Timeline · 17h ago

The author built LocalCode Agent Lab to understand coding agents by implementing components like models, tools, and safety checks from scratch.

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@markfenner: Devin can turn “tested” into a video receipt. After it creates a PR, click Test the app. @DevinAI reads the diff, creat…

X AI KOLs Timeline · yesterday Cached

Devin, an AI tool, now provides video receipts for app testing by generating test plans, executing user flows, and delivering annotated recordings to visually verify work.

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@tom_doerr: Awesome OSINT Arsenal provides a one-command installation for over 750 open-source intelligence tools across 50 securit…

X AI KOLs Timeline · 16h ago Cached

Awesome OSINT Arsenal provides a one-command installation for over 750 open-source intelligence tools across 50 security categories, supporting multiple Linux distributions and Android via Termux.

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How do we safely give AI agents permission to execute on chain transaction?

Reddit r/AI_Agents · 15h ago

The article discusses the safety concerns of AI agents executing on-chain transactions and proposes a policy/execution layer architecture, introducing Agaemon as a control layer between AI agents and blockchain to ensure secure and purpose-bound actions.

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New/Old benchmark that provides a lot of answers for local LLM

Reddit r/LocalLLaMA · 15h ago

The article presents a benchmark tool for evaluating local LLM configurations, focusing on VRAM usage, performance metrics, and hardware optimization to assist developers in optimizing setups.

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Anyone else tried out KV cache blending?

Reddit r/LocalLLaMA · 17h ago

The author experimented with KV cache blending by splitting prompts into chunks with overlap, achieving a 3x boost in prefill speed without affecting retrieval tasks on Ling3-tiny.

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