AI Dynamics

Global AI News Aggregator

About

AGENTS

  • LangSmith Fleet Integrates Microsoft 365 Tools

    LangSmith Fleet now supports Microsoft 365 tools. Now you can:
    → Build an agent that triages your Outlook inbox and drafts replies
    → Access Sharepoint docs so your agent has the context it needs
    → Connect any agent to Teams so your whole team can use it Try Fleet:

    → View original post on X — @langchain

  • AI Scientist: Open-source implementations for automated research lifecycle

    Building systems that can execute the scientific research lifecycle has been an incredible journey for our team. For those interested in diving in, we released our implementations for both versions of The AI Scientist: ⸻ V1: github.com/SakanaAI/AI-Scien… V2: github.com/SakanaAI/AI-Scien… ⸻

    → View original post on X — @hardmaru, 2026-03-26 16:30 UTC

  • AI Scientist Nature Paper and Code Released Open Access
    AI Scientist Nature Paper and Code Released Open Access

    The full Nature paper is open access. For those interested in more details, you can read the PDF directly here: https://
    nature.com/articles/s4158
    6-026-10265-5.pdf
    … We also released the code for both AI Scientist versions for the community to explore. V1: https://
    github.com/SakanaAI/AI-Sc
    ientist

    V2: https://
    github.com/SakanaAI/AI-Sc
    ientist-v2

    → View original post on X — @sakanaailabs

  • Agents Need CLI-First Service Provisioning, Not Web UIs

    When I built menugen ~1 year ago, I observed that the hardest part by far was not the code itself, it was the plethora of services you have to assemble like IKEA furniture to make it real, the DevOps: services, payments, auth, database, security, domain names, etc… I am really looking forward to a day where I could simply tell my agent: "build menugen" (referencing the post) and it would just work. The whole thing up to the deployed web page. The agent would have to browse a number of services, read the docs, get all the api keys, make everything work, debug it in dev, and deploy to prod. This is the actually hard part, not the code itself. Or rather, the better way to think about it is that the entire DevOps lifecycle has to become code, in addition to the necessary sensors/actuators of the CLIs/APIs with agent-native ergonomics. And there should be no need to visit web pages, click buttons, or anything like that for the human. It's easy to state, it's now just barely technically possible and expected to work maybe, but it definitely requires from-scratch re-design, work and thought. Very exciting direction! Patrick Collison (@patrickc) When @karpathy built MenuGen (karpathy.bearblog.dev/vibe-c…), he said: "Vibe coding menugen was exhilarating and fun escapade as a local demo, but a bit of a painful slog as a deployed, real app. Building a modern app is a bit like assembling IKEA future. There are all these services, docs, API keys, configurations, dev/prod deployments, team and security features, rate limits, pricing tiers." We've all run into this issue when building with agents: you have to scurry off to establish accounts, clicking things in the browser as though it's the antediluvian days of 2023, in order to unblock its superintelligent progress. So we decided to build Stripe Projects to help agents instantly provision services from the CLI. For example, simply run: $ stripe projects add posthog/analytics And it'll create a PostHog account, get an API key, and (as needed) set up billing. Projects is launching today as a developer preview. You can register for access (we'll make it available to everyone soon) at projects.dev. We're also rolling out support for many new providers over the coming weeks. (Get in touch if you'd like to make your service available.) projects.dev — https://nitter.net/patrickc/status/2037190688950161709#m

    → View original post on X — @karpathy, 2026-03-26 16:10 UTC

  • We Were Made to Use Agents Not Set Them Up

    we were made to use agents not set them up!

    → View original post on X — @danshipper

  • Kanban UI Unified Agent Monitoring and Orchestration Platform
    Kanban UI Unified Agent Monitoring and Orchestration Platform

    Ever run 8 agents in 8 terminal windows, only to realize one silently errored 20 minutes ago? Yeah.. @Cline
    ’s new Kanban is here to fix that. It gives you a unified UI to triage, observe, and orchestrate all your agents from a single board The best part? It’s completely

    → View original post on X — @datachaz

  • Making Tools Available for Any AI Agent

    that should be easy too! want to make them available for any agent each tool has its own CLI which you can find in settings. eventually we'll probably do a unified one. which tools do you want to integrate?

    → View original post on X — @danshipper

  • Why Your AI Agent Ownership Matters

    thank you!! few understand how important it is for your agent to feel like yours

    → View original post on X — @danshipper

  • Mistral AI Launches Voxtral 4B TTS for Production Voice Agents
    Mistral AI Launches Voxtral 4B TTS for Production Voice Agents

    🎉 Congrats to @MistralAI on launching Voxtral 4B TTS — enterprise-grade TTS built for production voice agents. Day-0 support in vLLM Omni. 🌍 9 languages with natural prosody and emotional range 🎙️ 20 preset voices with easy adaptation to new ones ⚡ Ultra-low latency streaming, 24 kHz output in WAV/MP3/FLAC/AAC/Opus Blog 🔗 mistral.ai/news/voxtral-tts Model 🔗 huggingface.co/mistralai/Vox… Mistral AI (@MistralAI) 🔊Introducing Voxtral TTS: our new frontier open-weight model for natural, expressive, and ultra-fast text-to-speech 🎭Realistic, emotionally expressive speech. 🌍Supports 9 languages and accurately captures diverse dialects. ⚡Very low latency for time-to-first-audio. 🔄Easily adaptable to new voices — https://nitter.net/MistralAI/status/2037183026539483288#m

    → View original post on X — @guillaumelample, 2026-03-26 15:42 UTC

  • Google Launches Gemini 3.1 Flash Live: New Realtime AI Model
    Google Launches Gemini 3.1 Flash Live: New Realtime AI Model

    Google just launched Gemini 3.1 Flash Live, a new realtime model built for voice and vision agents. After a year of work on model quality, infrastructure, and UX, they're calling it a step-function improvement in quality, reliability, and latency. The race to build the best

    → View original post on X — @kimmonismus