关注连接模型的工具：AI Agent、MCP、模型网关、编程助手、推理引擎和自动化工作流。
## What's Changed - Added first-run setup when running `ollama`, with options to sign in or continue locally. Setup completion is shared with the desktop app on macOS and Windows. - Added `ollama://apps` to open the desktop app’s Apps page directly on macOS an
## What's changed - Added the signed-in account to Claude apps gateway sign-in: when the gateway names it, you confirm it before the credential is saved, and `/status` shows it - Added a send-now key (ctrl+enter, or ctrl+x ctrl+s) that interrupts the current t
Initial release release(typesafe): bump to 0.0.1a2 (#40576) feat(typesafe): experimental `AutoModeMiddleware` (#40545) feat(typesafe): experimental `ModelRouterMiddleware` (#40543) fix(typesafe): trace usage metadata (#40570) feat(typesafe): `TypeSafeClassifie
## What's Changed * docs(serve): record merged ACP boundary acceptance by @wenshao in https://github.com/QwenLM/qwen-code/pull/12024 * fix(ci): wait for the published export renderer before packaging the VSIX by @yiliang114 in https://github.com/QwenLM/qwen-co
cli: add first-run onboarding shared with the desktop app (#18495)
Initial release feat(typesafe): `TypeSafeClassifier` (#40542)
The decode loop releases MLX's pool of freed buffers every 256 generated tokens, which is also how often the KV cache grows and drops its previous, smaller buffers. The check fires only when the token count lands exactly on a multiple of 256. Speculative decod
Agentic AI workflows can be used to prepare and validate digital twins for physical AI systems. Agents can inspect 3D scenes, author simulation-relevant data in...
Learn how MRH Trowe, one of Germany's leading commercial and industrial insurance brokers, gave about 400 employees secure, self-service access to AI agents in its first month of production - using Strands Agents, Amazon Bedrock AgentCore, and LibreChat to mee
Learn how to enforce defense-in-depth authorization for Model Context Protocol (MCP) tools on Amazon Quick. This walkthrough wires Microsoft Entra ID group and claims-based JWTs through an Amazon Bedrock AgentCore Gateway interceptor to apply per-user, per-too
## [1.123.81](https://github.com/n8n-io/n8n/compare/n8n@1.123.80...n8n@1.123.81) (2026-09-17) ### Bug Fixes * **core:** Allow a domain-restricted credential to work in its own node ([#38786](https://github.com/n8n-io/n8n/issues/38786)) ([7e98622](https://githu
## [2.39.7](https://github.com/n8n-io/n8n/compare/n8n@2.39.6...n8n@2.39.7) (2026-09-17) ### Bug Fixes * **core:** Keep breaking change detection running when a rule throws ([#38790](https://github.com/n8n-io/n8n/issues/38790)) ([28945cb](https://github.com/n8n
Co-authored-by: n8n-release-helper[bot] <265227495+n8n-release-helper[bot]@users.noreply.github.com>
## [2.40.2](https://github.com/n8n-io/n8n/compare/n8n@2.40.1...n8n@2.40.2) (2026-09-17) ### Bug Fixes * **core:** Keep breaking change detection running when a rule throws ([#38789](https://github.com/n8n-io/n8n/issues/38789)) ([5b9a126](https://github.com/n8n
## What's Changed * fix(cli): scope the ACP permission queue to the session by @chiga0 in https://github.com/QwenLM/qwen-code/pull/11802 * feat(channels): add shared output modes with DingTalk support by @qqqys in https://github.com/QwenLM/qwen-code/pull/11822
## What's changed - Added a visible warning when memory usage is critical, with steps to free memory or restart safely - Added `CLAUDE_CODE_MCP_STARTUP_WAIT_MS` to bound how long the first non-interactive turn waits for connecting MCP servers (`0` = don't wait
## What's Changed ### Features - Support aliases as connection identifiers - Record reasons for deployment creation failures - Collect human feedback and pause events in tracing - Add `llm_overlay` context variable to route agent roles to models - Carry `task_
## What's Changed * docs(serve): record merged ACP boundary acceptance by @wenshao in https://github.com/QwenLM/qwen-code/pull/12024 * fix(ci): wait for the published export renderer before packaging the VSIX by @yiliang114 in https://github.com/QwenLM/qwen-co
Alibaba released the model weights for Qwen3.8-Flash-Next as a preview of the upcoming Qwen4 architecture for developers to experiment with and evaluate. It’s...
## Verify Docker Image Signature All LiteLLM Docker images are signed with [cosign](https://docs.sigstore.dev/cosign/overview/). Every release is signed with the same key introduced in [commit `0112e53`](https://github.com/BerriAI/litellm/commit/0112e53046018d
AI agents on foundation models often misapply healthcare and life sciences decision frameworks, citing the right guideline but applying it incorrectly. This post shares 38 open-source agent skills across 11 HCLS domains that close this gap, with installation s
Changes since langchain==1.4.0 release(langchain): 1.4.1 (#40498) fix(langchain): preserve open MCP object arguments (#40414) fix(langchain): correct `InterruptOnConfig` documentation (#40140)
AgentCore optimization turns production traces into proposed configuration changes, then validates them before promotion. This technical companion to the launch post explains how the system prompt optimizer's reflector engine works and shares benchmark results
## Highlights _See the complete change list below._ ## Breaking Changes - fix(core)!: let bash expand project directory variables in command hooks ([#11864](https://github.com/QwenLM/qwen-code/pull/11864)) by @qqqys ## Complete Change List ### Features - feat(
## What's Changed * test: record what the Windows inode gates are hiding, and un-skip one by @yiliang114 in https://github.com/QwenLM/qwen-code/pull/11853 * fix(cua): preserve Linux observations and REPL diagnostics by @DragonnZhang in https://github.com/QwenL
## [2.39.6](https://github.com/n8n-io/n8n/compare/n8n@2.39.5...n8n@2.39.6) (2026-09-16) ### Bug Fixes * **core:** Check Gateway credits eligibility against the correct sub-node ([#38673](https://github.com/n8n-io/n8n/issues/38673)) ([0cf7e99](https://github.co
## [1.123.80](https://github.com/n8n-io/n8n/compare/n8n@1.123.79...n8n@1.123.80) (2026-09-16) ### Bug Fixes * **core:** Apply credential allowed domains in declarative node requests ([#38723](https://github.com/n8n-io/n8n/issues/38723)) ([35ffb88](https://gith
## [2.40.1](https://github.com/n8n-io/n8n/compare/n8n@2.40.0...n8n@2.40.1) (2026-09-16)
## Verify Docker Image Signature All LiteLLM Docker images are signed with [cosign](https://docs.sigstore.dev/cosign/overview/). Every release is signed with the same key introduced in [commit `0112e53`](https://github.com/BerriAI/litellm/commit/0112e53046018d
# PyTorch 2.14.0 Release Notes - [Highlights](#highlights) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#deprecations) - [New Features](#new-features) - [Improvements](#improvements) - [Bug fixes](#bug-fixes) - [Performa
