Introducing Claude Opus 4.8
… Users on claude.ai now have control over the amount of effort Claude puts into a task. Claude Code has a new “dynamic workflows” feature that allows it to tackle very large-scale problems. …
… Users on claude.ai now have control over the amount of effort Claude puts into a task. Claude Code has a new “dynamic workflows” feature that allows it to tackle very large-scale problems. …
… For Ramp, Claude Opus 4.7 stands out in agent-team workflows. We’re seeing stronger role fidelity, instruction-following, coordination, and complex reasoning, especially on engineering tasks that span tools, codebases, and debugging context. …
… Claude powered the first versions of our Investment Analyst Assistant, which streamlined our analysts' workflow by generating Python code, creating data visualizations, and iterating through complex financial analysis tasks with the precision of a junior analyst." - Aaron Linsky, CTO, AIA Labs at B… …
… Claude writes orchestration code Instead of requesting tools one at a time, Claude generates Python code: { "type": "server tool use", "id": "srvtoolu abc", "name": "code execution", "input": { "code": "team = get team members 'engineering' \n..." the code example above } } 3. …
… Each one ships as a plugin in Claude Cowork and Claude Code, and as a cookbook for Claude Managed Agents , so a team can put Claude on real financial work in days rather than months. …
… Similarly, pay attention to instructions or code within the skill that instruct Claude to connect to potentially untrusted external network sources. The future of Skills Agent Skills are supported today across Claude.ai , Claude Code, the Claude Agent SDK, and the Claude Developer Platform. …
… At Anthropic, we categorize all these variations as agentic systems , but draw an important architectural distinction between workflows and agents : Workflows are systems where LLMs and tools are orchestrated through predefined code paths. …
… This decline in concentration partly reflects coding tasks migrating from Claude.ai to our first-party API, where Claude Code has grown to represent a large share of sampled traffic. Claude Code’s agentic architecture splits coding work into smaller API calls, which are labeled as distinct tasks. …
… The investment reaches leadership too: earlier this year at PwC's Advisory Leadership Exchange, more than 5,000 leaders saw the alliance up close, with hands-on training enabling a wave of early adopters to apply Claude Code to client workflows. …
… How to use Claude Sonnet 4.6 Claude Sonnet 4.6 is available now on all Claude plans , Claude Cowork , Claude Code , our API, and all major cloud platforms. …