What can Claude Code do in Slack?

Claude Tag lets you mention a shared instance of Claude Code like an agent across your team in Slack, tag it into work, let it keep context from Slack, and delegate tasks while you do something else.

What did Notion's new developer platform add?

Notion's new developer platform is adding the ability to run code-based workflows and the ability to integrate external agents like Claude Code, Cursor, and Codex, so that they can work from shared docs and task boards.

What is OpenAI's new chip used for?

OpenAI built its first AI chip, Jalapeño, with Broadcom, and it is made for the LLM work behind ChatGPT, Codex, the API and future agent products.

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Large Language Models AI Coding Assistants

Claude Code gains integration with Slack and new AI tools are reshaping how developers build applications, from design to deployment.

Ben's Bites13h ago4 min read

Key takeaway

Claude Code is now available as a shared agent in Slack that teams can tag into conversations to delegate work, while the broader ecosystem—including Figma, Notion, and competitors like Gemini—is shipping agent integration tools and new developer capabilities. OpenAI has also unveiled its first in-house AI chip, Jalapeño, built with Broadcom to power LLM work behind ChatGPT and future agent products. The shift reflects a consolidation around agent-based workflows, reducing friction for developers who previously had to move between separate tools.

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3 Key Points

What happened
Claude Code can now be tagged in Slack as a shared agent to delegate tasks while keeping context from conversations. Meanwhile, competitors like Gemini 3.5 Flash are adding computer control (browser, mobile, desktop), and platforms like Notion and Figma are launching developer tools to connect external agents such as Claude Code and Cursor into their workflows.
Why it matters
Developer tools are consolidating around agent-based workflows. When design, code generation, and task automation live in the same platforms (Slack, Notion, Figma), teams can work faster without context-switching. Developers also gain access to new capabilities—like turning design layers into code in Figma, or running code-based workflows in Notion—that were previously manual.
What to watch
OpenAI has built its first AI chip, Jalapeño, with Broadcom, designed for the LLM work behind ChatGPT, Codex, the API and future agent products. A range of new tools (AssemblyAI Universal-3.5 Pro Realtime for speech-to-text, Modal Auto Endpoints for running open models, Hubble for agent-friendly markdown notes) are shipping to support this shift.

FAQ

What can Claude Code do in Slack?: Claude Tag lets you mention a shared instance of Claude Code like an agent across your team in Slack, tag it into work, let it keep context from Slack, and delegate tasks while you do something else.
What did Notion's new developer platform add?: Notion's new developer platform is adding the ability to run code-based workflows and the ability to integrate external agents like Claude Code, Cursor, and Codex, so that they can work from shared docs and task boards.
What is OpenAI's new chip used for?: OpenAI built its first AI chip, Jalapeño, with Broadcom, and it is made for the LLM work behind ChatGPT, Codex, the API and future agent products.

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