workflows
30 articles about workflows in AI news
Claude Code 2.1.224 Drops 200-Subagent Cap: Scale Your Parallel Workflows Now
Claude Code 2.1.224 lifts the 200-subagent cap and adds cross-session SendMessage/ListAgents. Update now to run unlimited parallel agents and orchestrate multi-machine workflows.
Vercel Ships Shareable Skill Packs for Agent Workflows
Vercel launched shareable, unlisted skill packs on skills.sh with one-command install and GitHub repo support, standardizing agent workflows across teams.
Install This Open-Source Plugin for 13 Deterministic Security Workflows in
Install barvhaim/code-security-skills via Claude Code's plugin marketplace to run 13 deterministic security workflows that produce provider-neutral SARIF reports, findings, and coverage—no model guesswork.
Port Claude Code Workflows to Codex
gpt-workflow brings Claude Code-style deterministic workflows to Codex CLI with resumable journals and JSON schema validation. Install via Codex plugin and store workflows under .codex/workflows/.
How to Build Safer DevOps Workflows with Claude Code, MCP, Hooks, and Memory
Claude Code hooks, MCP servers, and memory create self-regulating DevOps workflows. Use Bash hooks to block dangerous commands and memory to persist safety rules.
i10X Launches Supera Agent That Executes Full Workflows from Prompt
i10X launched Supera, an AI agent that autonomously executes multi-step workflows from a single prompt with user approval and cost transparency.
Autodesk Open-Sources Revit MCP Server for AI CAD Workflows
Autodesk open-sourced a Revit MCP server with 102 tools for AI-driven BIM workflows, aligning with Anthropic's protocol standard.
/loop in Claude Code: How to Build Multi-Agent Workflows Without Leaving
The /loop command in Claude Code enables autonomous multi-agent workflows, cycling through coding tasks until completion. Developers should use it to automate iterative processes like TDD cycles.
Dynamic Workflows: A New Agent Primitive Emerges
Dynamic workflows generate harnesses on the fly for agent orchestrators, enabling branching and verified tasks across coding agents like Claude Code and Codex.
Claude Opus 4.8 Launches Dynamic Workflows for Agentic Code
Claude Opus 4.8 launched with dynamic workflows for Claude Code, enabling multi-step agentic coding. The release addresses quality issues after a ~25% instruction miss rate post-4.6.
Claude Code Ships /workflows, Replaces LLM Orchestrator with Code
Claude Code /workflows replaces LLM orchestrator with code-based control flow, solving the token tax problem from multi-agent context buildup.
Fanuc robot arms combine AI and computer vision to adopt flexible workflows
Fanuc has updated its robot arms with AI and computer vision, enabling them to handle flexible workflows rather than fixed, repetitive tasks. This shift allows for greater adaptability in manufacturing environments.
OpenClaw Creator: Agentic Workflows Fail Without Human Taste in Loop
Peter Steinberger, creator of the OpenClaw AI agent framework, argues that the core failure in agentic workflows is removing human judgment too soon. He asserts that strong output requires continuous human vision, steering, and questioning.
Anthropic's Agentic Workflows Launch: A Deep Dive on Cost & Capabilities
Anthropic launched Agentic Workflows, a managed service for running persistent AI agents. While marketed from $0.08/hr, real-world costs are higher due to compute, memory, and network fees.
Anthropic Launches Managed Agents for Long-Running AI Workflows
Anthropic has launched Managed Agents, a hosted service for creating and running long-running AI agents. This addresses core system design challenges for persistent AI workflows that operate beyond single API calls.
Ethan Mollick: Gemma 4 Impressive On-Device, But Agentic Workflows Doubted
Wharton professor Ethan Mollick finds Google's Gemma 4 powerful for on-device use but is skeptical about its ability to execute true agentic workflows, citing limitations in judgment and self-correction.
Epismo CLI: Save and Reuse Your Claude Code Workflows Like GitHub Repositories
Epismo CLI lets you capture, version, and share multi-step Claude Code workflows as markdown chains, solving the 'how did I get here?' problem.
Manage n8n Workflows from Your Terminal with the n8n-mcp Server
Install the n8n-mcp server to let Claude Code directly read, update, and manage your n8n automation workflows without touching the UI.
Cline Launches Kanban Platform for Visualizing and Managing Multi-Agent AI Workflows
Cline has launched Cline Kanban, a visual platform for developers to manage and orchestrate multi-agent AI workflows. It aims to address the complexity of coordinating multiple specialized AI agents on a single task.
Orchestrate Multi-Step Workflows Directly from Claude Code with the Conductor Plugin
Install the Conductor MCP plugin to have Claude Code create, manage, and visualize complex workflows—from GitHub-to-Slack pipelines to approval flows—right from your terminal.
HyEvo Framework Automates Hybrid LLM-Code Workflows, Cuts Inference Cost 19x vs. SOTA
Researchers propose HyEvo, an automated framework that generates agentic workflows combining LLM nodes for reasoning with deterministic code nodes for execution. It reduces inference cost by up to 19x and latency by 16x while outperforming existing methods on reasoning benchmarks.
Helium: A New Framework for Efficient LLM Serving in Agentic Workflows
Researchers introduce Helium, a workflow-aware LLM serving framework that treats agentic workflows as query plans. It uses proactive caching and cache-aware scheduling to reduce redundancy, achieving up to 1.56x speedup over current systems.
Microsoft's Conductor Lets You Build Claude Code Workflows in YAML
Define multi-agent Claude workflows with parallel execution, human gates, and safety limits using a simple YAML syntax.
Agentic AI for Luxury: A Framework for Reliable, Scalable Client Intelligence Workflows
Agentics 2.0 introduces a formal framework for building reliable, structured AI workflows. For luxury retail, this enables scalable, auditable automation of complex tasks like personalized content generation, product attribute enrichment, and multilingual client communication.
3 AI Coding Workflows That Actually Ship
Claude Code fits the 'AI as junior dev' workflow: agentic, multi-file changes. But the article warns: review every line. Use CLAUDE.md rules and /review to enforce guardrails.
How to Use ChatGPT Codex Voice for Parallel Agent Workflows
Claude Code users can adopt Codex Voice's parallel agents, thread-forking, and voice input via subagents, /fork, and MCP — but the real lesson is talking to your agent.
How to Build AI Workflows That Think Before They Commit
Claude Code's Plan mode (Shift+Tab or /plan) catches 71% of bad cross-file refactors. Add it to your CLAUDE.md as a default safety rail for every refactor request.
d1g1t Launches MCP Server for Financial Advisor AI Workflows
d1g1t launched an MCP server for financial advisors, the first wealth management platform to ship a public MCP integration. Advisors can query portfolio and CRM data via natural language.
Hermes Agent Gets Desktop App for Autonomous AI Workflows
Nous Research released a desktop app for Hermes Agent, moving from CLI to native UI with multi-agent management and persistent memory.
Build Reusable Data Science Workflows with Claude Skills and Subagents
Claude Skills and Subagents let you package prompts into reusable modules, freeing data scientists from repetitive AI adjustments for EDA, modeling, and deployment.