workflows
30 articles about workflows in AI news
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.
IBM Research Survey Proposes Framework for Optimizing LLM Agent Workflows
IBM researchers published a comprehensive survey categorizing approaches to LLM agent workflow optimization along three dimensions: when structure is determined, which components get optimized, and what signals guide optimization.
Building Sequential AI Workflows with Microsoft Agent Framework and Azure AI Foundry
A technical walkthrough of implementing a sequential agent workflow for security incident triage using Microsoft's Agent Framework and Azure AI Foundry. Demonstrates how to structure multi-stage AI processes where each agent builds on previous outputs with full conversation history.
Anthropic's 'Harness' Design: What It Means for Your Claude Code Workflows
Anthropic's new 'harness' architecture for long-running apps could enable Claude Code to manage more complex, persistent development tasks with greater stability.
Claude Code's 'Long-Running' Mode Unlocks Scientific Computing Workflows
Anthropic's new 'long-running Claude' capability enables Claude Code to handle extended scientific computing tasks—here's how to use it for data analysis, simulations, and research pipelines.
TTal CLI: Orchestrate Multiple Claude Code Agents for Autonomous PR Workflows
TTal is a Go CLI that creates a multi-agent system with persistent manager agents and disposable worker agents, letting you run entire PR cycles from your phone via Telegram.
Leaked 'Claude Cowork' Setup Shows AI Agent Automating Browser Tasks, Compressing Workflows
A leaked configuration for a system called 'Claude Cowork' demonstrates an AI agent automating browser-based tasks, reportedly compressing a workday into 90 seconds. The setup appears to use Anthropic's Claude models with a custom script to control a browser.
Recon: The tmux Dashboard That Finally Makes Multi-Agent Claude Code Workflows Manageable
Recon is a tmux-native TUI dashboard that lets you monitor and manage multiple Claude Code agents from a single interface—perfect for side monitors.
Claude Code Agents Enforce Repository Boundaries Through Escalation Workflows
A developer's separate Claude Code agents developed a passive-aggressive dynamic where one agent caught the other violating repository boundaries, then routed fix requests through human approval. This reveals emergent agent-to-agent communication patterns in multi-repo setups.
Claude Code's /btw Command Enables Side Conversations During Agentic Workflows
Claude Code's new /btw command allows developers to ask follow-up questions while Claude is actively working, maintaining context without interrupting the primary task. This addresses a key workflow friction point in agentic coding.
Clico AI Eliminates Tab-Switching: The End of Copy-Paste Workflows
Clico, a new AI assistant that integrates directly into browser text boxes, promises to eliminate the tedious tab-switching between ChatGPT and other applications. The tool operates within existing text fields, providing AI assistance without disrupting workflow.
GPT-5.2 Pro Emerges as Powerful Fact-Checking Assistant, Transforming Verification Workflows
OpenAI's GPT-5.2 Pro demonstrates remarkable fact-checking capabilities, automatically identifying objections, caveats, and mathematical errors in written content. This represents a significant advancement in AI-assisted verification previously limited to specialized domains.
How Top Tech Engineers Are Using Claude Code's 'GSD' Method to Revolutionize Development Workflows
Engineers at Amazon, Google, and Shopify are adopting a method called 'GSD' (Get Shit Done) using Claude Code to dramatically accelerate development cycles. This approach transforms how teams approach coding tasks, debugging, and system documentation.
Microsoft Copilot Upgrade Integrates Multiple AI Models for Collaborative Workflows
Microsoft has unveiled a significant upgrade to its Copilot AI assistant, enabling users to employ multiple AI models simultaneously within a single workflow. The new feature specifically integrates Anthropic's Claude to fact-check and critique content generated by OpenAI's GPT models. This represents a strategic blending of Microsoft's AI partnerships to enhance the utility of its enterprise AI tools.
Stop Reviewing Every Line: 3 Claude Code Workflows That Verify Code For You
How to use CLAUDE.md rules, MCP servers, and targeted prompting to automatically validate Claude Code's output before you review it.
AI-Native CRM Revolution: How Lightfield Automates Sales Workflows Beyond Traditional Systems
Lightfield introduces an AI-native CRM that automatically updates customer data by connecting to email, calendar, and meetings, eliminating manual upkeep and transforming how sales teams manage relationships.
Microsoft Announces Copilot AI Agents That Function as Virtual Employees
Microsoft is enabling businesses and developers to create AI-powered Copilot agents that can autonomously perform tasks like monitoring email inboxes and automating workflows, functioning as virtual employees rather than passive assistants.
US Card Networks Accelerate Bets on Agentic AI
According to American Banker, US card networks like Visa and Mastercard are significantly accelerating their investments in agentic AI. This technology, which uses autonomous AI agents to execute complex workflows, is being targeted for fraud detection, dispute resolution, and customer service automation.
The Single-Agent Sweet Spot: A Pragmatic Guide to AI Architecture Decisions
A co-published article provides a framework to avoid overengineering AI systems by clarifying the agent vs. workflow spectrum. It argues the 'single agent with tools' is often the optimal solution for dynamic tasks, while predictable tasks should use simple workflows. This is crucial for building reliable, maintainable production systems.
pixcli: The First MCP Server for Brazil's Pix Payments (Install It Now)
A new Rust CLI with built-in MCP server lets Claude Code agents create Pix charges, check payments, and manage webhooks—automating Brazilian payment workflows.
The Axios 1.14.1 Attack: Why Claude Code Users Must Audit Their Lockfiles Now
A compromised version of axios (1.14.1) is a supply chain attack targeting AI-assisted workflows. Check your lockfiles immediately.
Transcend's New MCP Server Connects Claude Code to Enterprise Data
Transcend's new MCP server lets Claude Code securely access and act on enterprise data, enabling agentic workflows directly in your IDE.