Enforce cost limits Detect PII Act on violations
…All without leaving LangSmith. ICYMI: LangSmith LLM Gateway is the runtime governance layer that lives where you already build, observe, and evaluate your agents in LangSmith.
TOOLS
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LangSmith LLM Gateway enforces cost limits and detects PII
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Google DeepMind releases Gemma 4 QAT models for on-device use
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Google DeepMind released new Gemma 4 QAT models that make the model family much more efficient for local, on-device use. Using Quantization-Aware Training, the models are trained with compression in mind, which reduces memory needs while preserving more quality than standard
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EdgeRazor: AI Models Run on Phones via Mixed-Precision Quantization
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Wow, AI models can run on your phone without losing smarts! Researchers from Nanjing University and Microsoft AI present EdgeRazor — a lightweight framework that uses mixed-precision quantization-aware distillation. It assigns different bit-widths to different parts of the
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Hermes Desktop App Best Way to Run AI Agents on Your Computer
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The Hermes Desktop App is insanely good.
— Akshay 🚀 (@akshay_pachaar) 5 juin 2026
It's now the best way to run AI agents on your computer.
Here's the full setup, start to finish.
Enjoy!
Chapters:
00:00 – why Hermes desktop is a game changer
00:46 – downloading and installing the desktop app
01:47 – picking your… https://t.co/yA2ojSOE7B pic.twitter.com/fr00Aqsdy5The Hermes Desktop App is insanely good. It's now the best way to run AI agents on your computer. Here's the full setup, start to finish. Enjoy! Chapters: 00:00 – why Hermes desktop is a game changer
00:46 – downloading and installing the desktop app
01:47 – picking your -
New Replit Canvas: create UI designs, AI assets, launch-ready apps
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Have you tried the new Replit Canvas?
— Replit ⠕ (@Replit) 5 juin 2026
– Create beautiful UI designs with AI
– Generate assets with GPT-Image 2 & Seedance
– Turn your designs into launch-ready apps in minutes pic.twitter.com/5xvFnemEGJHave you tried the new Replit Canvas? – Create beautiful UI designs with AI
– Generate assets with GPT-Image 2 & Seedance
– Turn your designs into launch-ready apps in minutes -
Deep Agents v0.6 Streaming Enables Parallelized Systems
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Deep Agents v0.6 feature spotlight: Streaming This enables support for highly parallelized systems with a subscription model for tool and subagent progress. We also published a Streaming Cookbook: a collection of runnable examples you can get started with today.
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MagicPathAI plugin capabilities for Codex
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With the @MagicPathAI plugin, Codex can:
Create and edit interactive UI
Open MagicPath directly in the Codex browser
Find any design created by you or your teammates
Import from your repository
Work with your design system
Generate and import images
Bring the result back into -
Codex imports UI from repo, recreates as editable interactive canvas
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Codex can import UI from your repository into MagicPath, understand its components and design system, and recreate it as an editable, interactive experience on the canvas.
— Pietro Schirano (@skirano) 5 juin 2026
Here is our entire left-side panel with ALL the working functionality. pic.twitter.com/CIKPsq5n9nCodex can import UI from your repository into MagicPath, understand its components and design system, and recreate it as an editable, interactive experience on the canvas. Here is our entire left-side panel with ALL the working functionality.
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Anthropic’s free enterprise AI playbook to scale operations with Claude
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Anthropic just dropped a FREE 23-page enterprise AI playbook, and it’s a must-read for anyone looking to scale their operations! It’s essentially a free operating manual for turning Claude into your company's core infrastructure. The main takeaway? A generic model gives you