Every agent in a session gets access to a shared session.state dict. Sub-agents and tools can read and write to it, and changes propagate across the agent tree within that session. This is the closest thing to what you're doing with shared files, just kept in memory and scoped
TOOLS
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Realtime voice-to-voice translation now in OpenAI API
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have been excited for realtime voice-to-voice translation as an AI application since we started OpenAI. extremely cool to see it now available in the API for anyone to build with: https://t.co/OJZTj6hFjy
— Greg Brockman (@gdb) 7 mai 2026have been excited for realtime voice-to-voice translation as an AI application since we started OpenAI. extremely cool to see it now available in the API for anyone to build with:
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Agents CLI: Quickest way to build, deploy, evaluate multi-agent teams
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Agents CLI is the quickest way to build, deploy and evaluate multi-agent teams using Google Agent Development Kit. Works with Claude Code, Codex, OpenClaw, Hermes or any other coding Agent. Talking to your agent is all you need.
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Building Vision AI Pipelines with Coding Agents and DeepStream
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What if you could go from concept to a vision AI app without writing every line of code? ⚡
— NVIDIA AI (@NVIDIAAI) 7 mai 2026
NVIDIA DeepStream, combined with powerful coding agents like Claude Code and reusable Skills, can generate complete vision AI pipelines from simple natural language prompts, reducing… pic.twitter.com/Vh01ZseTokWhat if you could go from concept to a vision AI app without writing every line of code? NVIDIA DeepStream, combined with powerful coding agents like Claude Code and reusable Skills, can generate complete vision AI pipelines from simple natural language prompts, reducing
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Codex soon available as Chrome extension
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OPENAI: Codex is getting a dedicated Chrome extension soon! > With the new extension for Chrome, Codex is even better at working with apps and websites in your browser. It works in parallel across tabs in the background without taking over your browser, and you stay in
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Technical Deep Dive into Designing and Deploying AI Agents
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In this meet-up, hear about: The main components of designing custom Deep Agents Strategies for context management, long-running agents, and specialized subagents How to measure and improve agents over time with memory What it takes to deploy long-running agents with
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AI pipeline for viral content automation with Claude
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Love it or hate it, this is where social media is heading. Why force originality when you can curate viral trends, run them through Claude agents, strip the AI smell, and auto-publish? Robin just open-sourced this pipeline (Claude Code, Postiz, Apify). Fascinating to fork and
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Future chat in Danish and French with GPT-Realtime-Translate
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Thank you! Next time we’ll just chat in Danish and French and let GPT-Realtime-Translate handle the rest!
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Realtime models translate live, think in background, and take action
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That’s what feels so magical with this new set of realtime models. Agents can translate live, keep conversations going while thinking in the background, preserve context, and even take action. To get started, ask Codex to add these models to your app!
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GPT-Realtime-Translate handles German interruption and preambles
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In this video, @dkundel interrupts me in German, and GPT-Realtime-Translate just figures it out. And here I was, ready to dust off my German! Then @jxnlco jumps in mid-demo to talk about preambles. GPT-Realtime-2 is listening, but stays quiet until I say “back to demo.”