Claude Blog 采集 (2026-07-23)¶
共采集 5 篇文章
📋 文章索引¶
- New in Claude Managed Agents: dreaming, outcomes, and multiagent orchestration - May 19, 2026 (评分: 9.0)
- Observability for developers building connectors - Jun 08, 2026 (评分: 9.0)
- Advancing finance with Claude Opus 4.6 - Feb 05, 2026 (评分: 9.0)
- Claude and your productivity platforms - Oct 16, 2025 (评分: 9.0)
- Skills explained: How Skills compares to prompts, Projects, MCP, and subagents - Mar 05, 2026 (评分: 9.0)
New in Claude Managed Agents: dreaming, outcomes, and multiagent orchestration¶
来源: Claude Blog 发布日期: May 19, 2026 采集时间: 2026-07-23 价值评分: 9.0/10 正文字数: ~1396 字符
摘要¶
Dreaming, outcomes, and multiagent orchestration are now available in Claude Managed Agents. Build agents that learn, meet a quality bar, and work in parallel.
正文内容¶
Today we're launching dreaming in Claude Managed Agents as a research preview. Dreaming extends memory by reviewing past sessions to find patterns and help agents self-improve. We're also making outcomes, multiagent orchestration, and webhooks available to developers building with Managed Agents. Together, these updates make agents more capable at handling complex tasks with minimal steering. Build self-improving agents with dreaming Dreaming is a scheduled process in Claude Managed Agents that reviews agent sessions and memory stores, extracts patterns, and curates memories so agents improve over time. You decide how much control you want: dreaming can update memory automatically, or you can review changes before they land.
Getting started Dreaming is available in research preview, outcomes, multiagent orchestration, and memory are available in public beta as part of Managed Agents. To get started with dreaming, request access here . Explore our documentation to learn more or visit the Claude Console to deploy your first agent.
Explore more product news and best practices for teams building with Claude.
Transform how your organization operates with Claude
Product updates, how-tos, community spotlights, and more. Delivered monthly to your inbox.
Please provide your email address if you'd like to receive our monthly developer newsletter. You can unsubscribe at any time.
采集自 Claude Blog，由 collect_claude_blog.py 自动采集
Observability for developers building connectors¶
来源: Claude Blog 发布日期: Jun 08, 2026 采集时间: 2026-07-23 价值评分: 9.0/10 正文字数: ~1036 字符
摘要¶
Monitor connector performance across Claude, diagnose errors and latency, and submit your MCP server to the directory in-app. Public beta now live.
正文内容¶
Developers can now monitor their connectors' performance across Claude products and submit connectors to the directory in-app.
Monitor, debug, and improve connectors Published connectors in the directory now have a dashboard showing how they’re performing across Claude product surfaces. Connector owners can use it to: Track adoption. Monitor active users, total tool calls, and directory rank over time. Diagnose errors and latency. See health score, error rates, and latency at a glance, with per-tool error breakdowns to pinpoint what's failing. Break down usage by product. Compare tool calls across Claude, Claude Code, Cowork, and more to understand where users are engaging.
Explore more product news and best practices for teams building with Claude.
Transform how your organization operates with Claude
Product updates, how-tos, community spotlights, and more. Delivered monthly to your inbox.
Please provide your email address if you'd like to receive our monthly developer newsletter. You can unsubscribe at any time.
采集自 Claude Blog，由 collect_claude_blog.py 自动采集
Advancing finance with Claude Opus 4.6¶
来源: Claude Blog 发布日期: Feb 05, 2026 采集时间: 2026-07-23 价值评分: 9.0/10 正文字数: ~1908 字符
摘要¶
With Claude Opus 4.6, finance teams get better reasoning on complex analyses, cleaner first-pass deliverables, and new tools built for where analysts actually spend their time.
正文内容¶
With Claude Opus 4.6, finance teams get better reasoning on complex analyses, cleaner first-pass deliverables, and new tools built for where analysts actually spend their time.
Claude Opus 4.6 marks a step forward in AI for finance. It can be used to help professionals make decisions based on accurate information and clear analysis, and it produces deliverables with real polish. The model is substantially better than others in the market at financial reasoning, multitasking, and maintaining focus over longer multi-step tasks. Alongside Claude Opus 4.6, we’re updating some of our existing products—and introducing a new one—to put these capabilities where analysts spend the majority of their time. Cowork now delivers more polished outputs, such as financial models and presentations, on the first pass. Claude in Excel is now better at handling long-running tasks, with Claude Opus 4.6 staying focused and accurate as financial models become more complex. And we’re releasing Claude in PowerPoint as a research preview in beta for natively building and iterating on decks and presentations. Our internal Real-World Finance evaluation measures Claude’s performance on ~50 investment and financial analysis use cases spanning spreadsheets, slide decks, and word document generation and review. These are tasks commonly performed by analysts across investment banking, private equity, public investing, and corporate finance. Claude Opus 4.6 improves by over 23 percentage points on Claude Sonnet 4.5, our state-of-the-art model just a few months ago.
Explore more product news and best practices for teams building with Claude.
Transform how your organization operates with Claude
Product updates, how-tos, community spotlights, and more. Delivered monthly to your inbox.
Please provide your email address if you'd like to receive our monthly developer newsletter. You can unsubscribe at any time.
采集自 Claude Blog，由 collect_claude_blog.py 自动采集
Claude and your productivity platforms¶
来源: Claude Blog 发布日期: Oct 16, 2025 采集时间: 2026-07-23 价值评分: 9.0/10 正文字数: ~699 字符
摘要¶
Claude now integrates with Microsoft 365 and offers enterprise search across your connected tools. Claude works with the productivity tools you use every day, bringing context from your documents, emails, and calendar directly into your conversations.
正文内容¶
Claude now integrates with Microsoft 365 and offers enterprise search across your connected tools. Claude works with the productivity tools you use every day, bringing context from your documents, emails, and calendar directly into your conversations. Spend less time gathering information and more time on the decisions and work that drive impact.
Explore more product news and best practices for teams building with Claude.
Transform how your organization operates with Claude
Product updates, how-tos, community spotlights, and more. Delivered monthly to your inbox.
Please provide your email address if you'd like to receive our monthly developer newsletter. You can unsubscribe at any time.
采集自 Claude Blog，由 collect_claude_blog.py 自动采集
Skills explained: How Skills compares to prompts, Projects, MCP, and subagents¶
来源: Claude Blog 发布日期: Mar 05, 2026 采集时间: 2026-07-23 价值评分: 9.0/10 正文字数: ~1194 字符
摘要¶
Skills are an increasingly powerful tool for creating custom AI workflows and agents, but where do they fit in the Claude stack? We explain what tool to use when - and how they all work together.
正文内容¶
Skills are an increasingly powerful tool for creating custom AI workflows and agents, but where do they fit in the Claude stack? We explain what tool to use when - and how they all work together.
Since introducing Skills , there's been interest in understanding how the various components of Claude's agentic ecosystem work together. Whether you're building sophisticated workflows in Claude Code , creating enterprise solutions with the API, or maximizing your productivity on Claude.ai , knowing which tool to reach for—and when—can transform how you work with Claude. This guide breaks down each building block, explains when to use what, and shows you how to combine them for powerful agentic workflows. Understanding your agentic building blocks What are Skills?
Start using Skills with Claude to build more powerful applications today.
Explore more product news and best practices for teams building with Claude.
Transform how your organization operates with Claude
Product updates, how-tos, community spotlights, and more. Delivered monthly to your inbox.
Please provide your email address if you'd like to receive our monthly developer newsletter. You can unsubscribe at any time.
采集自 Claude Blog，由 collect_claude_blog.py 自动采集