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workflow
21 postsDesigning the Moment an AI Agent Needs Human Input
When an AI agent asks a question, it's a handoff of responsibility, not chat. A practical framework for designing notifications, approvals, and safe resumption.
Solving the Polyrepo Problem for AI Coding Agents
How git worktrees and task-scoped workspaces fix the single-repo limitation of AI coding agents working across polyrepo codebases, via the Orbit prototype.
The Essential Role of Workflow in AI Agents: Understanding Modern Applications
The relationship between AI agents and workflows, and their significance in modern applications. Design principles using tools like LangGraph and n8n.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comTrillion-Parameter RL Paper: Allowing the Model to Discover Workflows
The Ring-Zero paper explores a trillion-parameter RL model's ability to discover workflows autonomously.
Label-Driven Autonomous Software Workflows: No Workflow Engine Needed
Optimize your software development process with label-driven autonomous workflows without using a workflow engine.
Skill-Guided Mining and Compilation of LLM Agent Traces
TraceCompiler mines LLM agent traces to create executable workflows with reduced API calls.
LangGraph vs LangChain: When to Choose Each in 2026
Explore the use cases and advantages of LangGraph and LangChain libraries in 2026.
3-Tier Skill Architecture in Practice
A 3-tier skill architecture for engineers. A guide to defining working patterns and managing risks.
Evaluating Open-Source AI Tools: A Structured Approach
Adopt a structured approach for evaluating open-source AI tools, focusing on workflow fit, security, and reproducibility of results.
Image-to-Video Transition: The Seedance 2.0 Workflow
Learn the fundamental principles of image-to-video transition and the Seedance 2.0 workflow.