We compared Claude Code success rates between occupations. On our toughest measure of success—requiring verifiable evidence that a goal was completed, like committed code—every field was within 7 percentage points of software engineering.
AGENTS
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Anthropic research tracks Claude Code usage, tasks, and expertise
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Our latest economic research introduces a framework for tracking Claude Code as it scales. Who is using Claude Code, and what are they using it for? How is the value of tasks changing? And how much does domain expertise shape whether a session succeeds?
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LangSmith to understand and improve your agents
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LangSmith lets your agents unpack.
— LangChain (@LangChain) 16 juin 2026
Understand what didn’t work out in production, identify what matters, and make continuous improvements. pic.twitter.com/CYUnq88jgbLangSmith allows your agents to fully express themselves. Understand what went wrong in production, identify what really matters, and make continuous improvements.
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GLM 5.2 Open Source: improvements in agentic programming
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NEW GLM 5.2 OPEN SOURCE! At the same time we are losing access to the best private models, companies like Z.ai continue to release increasingly powerful models! This new version stands out for its improvements in agentic programming,
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Scobleizer’s AI reads 30,000 X posts daily to write essays
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Yes it can: https://
alignednews.com/ai Mine reads 30,000 posts a day here on X to write the essay it writes. Will try Data2Story. -
GLM-5.2: open weights MIT, 1M context, coding agents
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Let's go, GLM-5.2 is released as an Open Weights model. tl;dr
– 1M context window
– Open weights under MIT license
– More powerful long-horizon coding agents
– Two reasoning modes: max and high
– Same API pricing as GLM-5.1 Zai says that GLM-5.2 has -
Agent governance directly in LangSmith
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Agent governance is not something that should be added to agentic systems. LangSmith LLM Gateway allows you to apply rules on the same platforms where agents are built, observed, and evaluated.
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Multi-step Workflows: Persistent State and Parallel Bursting
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You run multi-step workflows where state must persist across tool calls. You need bursting capability (i.e., thousands of parallel environments for RL training or evaluations) that must go from zero to scale in
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Mastercard executive discusses virtual C-suite for small businesses using Lakebase
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“We made a virtual C-suite. It serves small business owners by creating a suite of agents to help them manage cash flow, investments and more. Standardizing on Lakebase has been critical.” Fed Cohen Freue, EVP of AI & Data Operations at Mastercard, on how a unified
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$25,000 for sponsorships, do you doubt AI?
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This guy is paying $25k for referrals and you're still wondering what you could use an AI Agent for? https://t.co/Xh24XPtTOX
— AI Breakfast (@AiBreakfast) 16 juin 2026This guy pays $25,000 for referrals, and you're still wondering what an AI agent could do for you?