A developer using coding agents can accumulate thousands of dollars in weekly expenses before anyone notices. It happened at LangChain, so we built a solution. How we use the LLM gateway internally
AUTOMATION
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Official launch of Sakana Marlin, autonomous Ultra Deep Research agent
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I am proud to officially launch Sakana Marlin, our first commercial product: an autonomous "Ultra Deep Research" agent designed to act as a virtual CSO. Try Marlin:
https://
sakana.ai/marlin
Blog:
https://
sakana.ai/marlin-release
/#English
… Marlin is not just another -
AI matches professional editor 84% in video cuts test
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Wow.
— Charly Wargnier (@DataChaz) 15 juin 2026
An AI and a professional editor were given the same 4-hour video project.
They made the exact same cuts 84% (!!) of the time.
This was the internal test behind SELECTS, a new long-form AI editing assistant just dropped by @cutback_video.
Most AI video tools focus on… https://t.co/sd7cmFEO9qWow. An AI and a professional editor were given the same 4-hour video project. They made the exact same cuts 84% (!!) of the time. This was the internal test behind SELECTS, a new long-form AI editing assistant just dropped by @cutback_video
. Most AI video tools focus on -
Sakana Marlin Launch: Virtual CSO Autonomous Research Assistant
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Today, we are launching our first commercial product: Sakana Marlin, Your Virtual CSO. Marlin is an autonomous research assistant for business, built around hours of long-horizon reasoning. Try Marlin: https://
sakana.ai/marlin
Blog: https://
sakana.ai/marlin-release
/#English
… You provide a research -
xAI Turns Grok Tasks into Grok Automations
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xAI plans to transform Grok Tasks into Grok Automations. A new version will feature skills and a model selector.
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Deep Agents: Execution Environment, the Backbone
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Deep Agents deep dive from @SydneyRunkle | Part 1
— LangChain (@LangChain) 15 juin 2026
The execution environment, or the backbone of a Deep Agent. pic.twitter.com/baoiUDGvxuDeep Agents: Deep Dive by @SydneyRunkle | Part 1 The execution environment, or the backbone of a Deep Agent.
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AI vs human: 84% similarity, but human judgment prevails
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An AI editor and a pro editor cut the same 4-hour video project. They made the same cuts 84% of the time.
— Chubby♨️ (@kimmonismus) 15 juin 2026
Still their own test, and the last ~16% is where a human's judgment wins. But a draft in minutes at ~60% less prep sounds really exciting. https://t.co/yRw66eYUa6 pic.twitter.com/BlGtDsyZfrAn AI editor and a pro editor cut the same 4-hour video project. They made the same cuts 84% of the time. Still, their own test, and the last ~16% is where a human's judgment wins. But a draft in minutes at ~60% less prep sounds really exciting.
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Lyft builds 8 AI agents solving 35% of customer problems
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.@Lyft built 8 AI agents that are capable of fully resolving 35% of all customer issues.
— LangChain (@LangChain) 15 juin 2026
At Interrupt, they shared the evals used internally, how they scale evals with LangSmith, and the lessons learned along the way. https://t.co/SHmYnOo84p pic.twitter.com/VDz7VsdTGN@Lyft built 8 AI agents capable of completely solving 35% of all customer problems. At Interrupt, they shared the evaluations used internally, how they scale evaluations with LangSmith, and the lessons learned throughout
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Indian workers train AI robots to take their jobs
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The Indian workers training #AI #Robots to take their jobs
by Aishwarya KUMAR @TechXplore_com Learn more: https://
bit.ly/4e3B0Em #Robotics #Innovation #EmergingTech #Technology -
Automated PR creation from issues matching VISION.md
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Whenever you create an issue on one of oure open source projects, @clawsweeper will review it, and *if* it fits the VISION.md file, will pick it up and create+autoreview a PR. e.g.: