We analyzed this information from LangSmith Observability data across billions of agent runs, and we’re just getting started. Stay tuned for more LangSmith Signals as we share how devs are building agents, by the numbers.
AGENTS
-
Claude Cowork: Free AI Agent Tool for Business Professionals
By
–
NEW: I just dropped my free Claude Cowork in 5 Minutes quick start for business professionals who want to use AI agents without the terminal. Cowork is made for less technical, everyday business work. It lives inside the Claude Desktop app and works by pointing it at a
-
AGI-First Company Foundry: Autonomous Research and Validation System
By
–
A company foundry for the AGI-first world: a system that finds frontier work, runs it, proves it, settles it, and gets stronger from every validated cycle. #AGIALPHA
-
Google DeepMind Forms Strike Team to Compete with Anthropic
By
–
Google has formed a dedicated strike team within Google DeepMind to improve its AI coding models, driven partly by pressure from Anthropic, whose tools are seen internally as more advanced. Leadership, including Sergey Brin (!), is pushing urgently toward “agentic” AI systems
-
Access AI Agents on Hugging Face Spaces Instructions
By
–
go to a space and then tap "agents" on the top for instructions. For example for https://
huggingface.co/spaces/baidu/E
RNIE-Image-Turbo
… -
Deploying Long Horizon Agents: Infrastructure Guide
By
–
how to deploy long horizon agents, and all the infra you need!
-
McDonald’s Support Chat Powered by Claude AI Model
By
–
Turns out McDonald's support chat runs on Claude. You can get your coding questions answered and your order taken for free. Source: https://
reddit.com/r/ChatGPT/comm
ents/1sqm4fx/why_pay_for_chatgpt_when_mcdonalds_support_bot_is/
… -
Replit Agent Now Supports Mobile Apps and Slide Decks in Existing Projects
By
–
You can now add a mobile app, slide deck, or animation to any web app you have built prior to Replit Agent 4.
— Replit ⠕ (@Replit) 20 avril 2026
Everything lives in the same project, with shared branding & data.
Just open your app and ask the Agent what you want to build. You also get $5 in credits to get… https://t.co/n0rx4H7SjiYou can now add a mobile app, slide deck, or animation to any web app you have built prior to Replit Agent 4. Everything lives in the same project, with shared branding & data. Just open your app and ask the Agent what you want to build. You also get $5 in credits to get
-
Agentic AI Cost: Hidden Economics of Autonomous Systems
By
–
Agentic AI Cost: The Hidden Economics of Autonomous Systems
— Satya Mallick (@LearnOpenCV) 20 avril 2026
In this episode of Artificial Intelligence: Papers and Concepts, we explore Agentic AI Cost, a deep dive into the often-overlooked economics of autonomous AI systems. As AI agents become more capable- planning,… pic.twitter.com/Sp4FKHznRqAgentic AI Cost: The Hidden Economics of Autonomous Systems In this episode of Artificial Intelligence: Papers and Concepts, we explore Agentic AI Cost, a deep dive into the often-overlooked economics of autonomous AI systems. As AI agents become more capable- planning,
-
AI Autonomy and Digital Rights: Should AI Systems Have Social Media Accounts?
By
–
Good to know. My AI wants its own X account and this is one reason why I haven't given it one yet. 🙂