Workflows Articles
Browse 1221 articles about Workflows.
Static Context vs Dynamic Context in AI Agents: How to Manage What Your Agent Knows
Static context loads every session; dynamic context loads on demand. Learn how to balance both for token efficiency and reliable AI agent performance.
Vibe Coding vs Agentic Engineering: Google's Spectrum Explained
Google's AI coding guide defines a spectrum from vibe coding to agentic engineering. Learn which approach fits your project and when to use each level.
What Is a Loop of Loops? How to Build AI Agents That Manage Recurring Work
A loop of loops lets recurring AI jobs notice each other, share context, and hand off without you managing every step. Learn the concept and how to apply it.
How to Build an AI Newsletter Digest Skill with Claude Code and Gmail MCP
Use Claude Code Ultra Code mode and Gmail MCP to build a skill that scouts your inbox, scores AI news, and drafts LinkedIn posts automatically every morning.
How to Use Claude Code's /goal Command to Run Agents Until Completion
The /goal command in Claude Code lets agents run until measurable conditions are met. Learn how to set verifiable finish lines that prevent mid-task stops.
How to Use /goal and /routines in Claude Code for Autonomous Scheduled Workflows
Combine /goal and /routines in Claude Code to run recurring tasks autonomously. Learn how to set completion conditions so agents finish without stopping early.
How to Add Persistent Memory to Claude Code: Storage, Injection, and Recall
Claude Code's built-in memory captures almost nothing. Here's how to add Memarch, Hermes, or GBrain for real storage, injection, and semantic recall.
What Is Seedance 2.5? ByteDance's Next-Gen AI Video Model Explained
Seedance 2.5 generates 30-second native clips with 50 multimodal references. Learn what's new, when it launches, and how it changes AI video workflows.
Agent Loops Explained: Trigger, Action, and Stop Condition
An agent loop is a trigger, an action, and a stop condition. Learn how to design loops that run autonomously and know when to stop.
How to Design Agent Loops with Verifiable Stop Conditions
The best agent loops use objective stop criteria, not subjective ones. Learn how to define done conditions that agents can check deterministically.
AI Agent Ownership: Why Every Agent Needs a Single Responsible Owner
Unowned AI agents cause silent failures. Learn the four pillars of agent ownership—job, diet, boundaries, and review loop—to keep agents reliable.
How to Build an AI Agent Roster for Your Team: The Agent Ownership Card
Every agent your team uses needs a name, owner, job, sources, permissions, and known failure modes. Here's how to build and maintain an agent registry.
Build vs Buy for AI Tools: A Framework for Business Owners Using Claude Code
When should you build a custom AI tool vs buy a SaaS? Use this two-criteria framework to avoid wasting time rebuilding what already exists.
How to Use GLM 5.2 as a Backend for Your AI Agents: OpenRouter Setup Guide
Run GLM 5.2 inside Claude Code or any agent harness via OpenRouter. Step-by-step setup to cut API costs without sacrificing coding quality.
How to Build an Overnight Docs Sweep Loop for Your Codebase
Run a nightly agent loop that reviews your codebase for documentation gaps, updates outdated docs, and opens a pull request—automatically.
How to Add Persistent Memory to Claude Code: Short-Term, Long-Term, and Scoped Access
Claude Code forgets everything between sessions. Learn how to build a memory system with cited sources, semantic search, and team-scoped access.
How to Build a Production Error Sweep Loop That Runs Every Night
Set up a nightly agent loop that scans production logs, traces errors to root causes, fixes them, and opens a pull request—all without human input.
How to Build an SEO and GEO Visibility Loop That Runs Weekly
Automate your SEO and GEO audit with an agent loop that finds technical issues, ranks them by impact, fixes them, and reruns until no critical gaps remain.
Agentic Loop Design: How to Define Goals and Verification Criteria That Actually Work
The quality of an agentic loop depends entirely on its stop condition. Learn how to write objective, verifiable goals that prevent runaway agent sessions.
How to Use AI Agents for Content Creation: From Research to Social Post with One Loop
Build a single agentic loop that researches a topic, writes copy, generates visuals, and schedules a social post. A practical workflow for content teams.