Top Story
[Release] anthropics/claude-code v2.1.217: v2.1.217
Claude Code v2.1.217 introduces emoji shortcode autocomplete, improves transcript reliability with failure warnings, and fixes critical issues including memory leaks, Windows auto-update failures, and security vulnerabilities in session isolation. The release also enhances subagent management with concurrency caps and nesting controls, while addressing telemetry routing, screen reader accessibility, and various edge cases in session handling and transcript management.
- Emoji shortcode autocomplete now available in prompt input (e.g., `:heart:` → ❤️) with toggle via `emojiCompletionEnabled` setting
- Added warnings for transcript write failures (disk full) and disabled session saving instead of silently losing data
- Fixed critical memory leak where truncated MCP tool outputs retained full untruncated results in memory for entire session
- +7 more key points...
By Topic
Agent Teams
See all 6 →[Release] google/adk-python v2.5.0: v2.5.0
Google ADK Python v2.5.0 introduces significant enhancements for agent development, including Cloud Run sandbox execution, MCP server integration, strict input validation, and improved workflow state management. Key additions include Voice Activity Detection support, HITL resumption capabilities, binary document parsing, and enhanced error handling callbacks. The release also addresses security concerns with module blocking, mTLS support, and comprehensive bug fixes across event compaction, model caching, and agent orchestration.
wuliang229
OpenClaw｜大事なメールが迷惑メール扱いで届かず商談が消える前に
OpenClaw is a self-improving personal AI agent that operates through Discord conversations. It addresses the critical business problem of important emails being filtered into spam folders, causing missed business opportunities and lost deals. The platform enables users to interact with an AI agent naturally through Discord while automating email management and ensuring critical communications reach their intended recipients.
あきらパパのAI活用学習部屋
Building AI Agents With OpenClaw, Manus and Lovable: The Three Ps Workflow
Building effective AI agents requires starting with a clear purpose before selecting a platform. The 'Three Ps Workflow' emphasizes Purpose as the foundational step, followed by Platform selection (OpenClaw, Manus, or Lovable) and then implementation. By establishing purpose first, developers can make informed platform choices that align with their specific use case rather than forcing a use case to fit a platform.
Oliver Bruce
Integrations
[Release] langchain-ai/langchain langchain-xai==1.3.0: langchain-xai==1.3.0
langchain-xai version 1.3.0 introduces the `reasoning_effort` parameter as a standard chat model feature, along with numerous dependency updates and security patches. The release includes fixes for unsupported parameters, improved model profile data, and enhanced streaming capabilities with content-block-centric v2 support. Key updates involve langsmith, pytest, aiohttp, and other core dependencies, with emphasis on security vulnerabilities and compatibility improvements.
github-actions[bot]
[Release] langchain-ai/langchain langchain-openai==1.4.0: langchain-openai==1.4.0
langchain-openai version 1.4.0 has been released with several updates including a Pillow dependency bump, addition of `reasoning_effort` as a standard chat model parameter for enhanced model control, and refreshed model profile data. This release builds on version 1.3.5 with improvements to core functionality and dependency management.
github-actions[bot]
[Release] google/adk-python v1.36.2: v1.36.2
Google ADK Python v1.36.2 is a patch release that fixes custom Gemini LLM connection logic. The update extends support for custom Gemini connections to all 3.x models, not just version 3.1, addressing a limitation in the previous implementation. This ensures consistent LLM integration behavior across the Gemini 3.x model family.
wuliang229
MCP Servers
[Release] langchain-ai/langchain langchain-anthropic==1.5.0: langchain-anthropic==1.5.0
langchain-anthropic version 1.5.0 introduces support for `reasoning_effort` as a standard chat model parameter, enabling more granular control over Claude's reasoning capabilities. The release includes fixes for tool recognition with the `advisor_` prefix, improved documentation following Sonnet 5 release, and various dependency updates. Key improvements focus on enhancing the Anthropic integration's compatibility with extended thinking features and maintaining consistency across the LangChain ecosystem.
github-actions[bot]
[Release] langchain-ai/langchain langchain-fireworks==1.5.0: langchain-fireworks==1.5.0
langchain-fireworks version 1.5.0 introduces a new `reasoning_effort` parameter as a standard chat model feature, enabling more granular control over model reasoning behavior. The release includes dependency updates to langsmith (0.10.6), security patches for Dependabot vulnerabilities, and maintenance improvements across the Fireworks integration library.
github-actions[bot]
Skills & Tools
2026 AI Agent怎么选？Codex、Claude Code、WorkBuddy谁最适合0基础小白
This video compares multiple AI agent platforms for 2026, including Codex, Claude Code, WorkBuddy, ZCode, Kimi Work, Hermes, and OpenClaw. It provides guidance for beginners (零基础小白) on selecting the most suitable AI agent tool based on their needs. The comparison evaluates features, ease of use, and suitability for different user levels to help newcomers make an informed choice.
菲戈R36 Lab
基础插件用熟了？ 3 个 OpenClaw 进阶技能
This OpenClaw advanced tutorial series targets users already proficient with basic plugins, introducing three practical skills designed for simple implementation and high-frequency office scenarios. The content focuses on real-world applications that enhance daily productivity workflows.
耄耋学AI
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