Workflows Articles
Browse 1221 articles about Workflows.
Claude Co-work Now Runs in the Cloud: What Changed and How to Use It
Claude Co-work moved to the cloud so tasks run even when your laptop is closed. Here's what changed, how scheduled tasks work, and what still needs desktop.
Hermes Agent vs Custom Claude Code Memory: Which Should You Build?
Hermes Agent is the fastest-growing open-source AI agent, but its memory has real limits. Here's when to use it versus building your own inside Claude Code.
How to Start an AI Automation Agency While Working a Full-Time Job
One agency owner hit $20K/month while keeping his 9-to-5. Here's the exact strategy: lead generation, sales calls, tool stack, and how to find your limit.
What Is GPT-5.6 Sol, Terra, and Luna? OpenAI's Three-Tier Model System Explained
GPT-5.6 introduces Sol, Terra, and Luna — three model tiers with different costs and capabilities. Here's what each tier does and when to use it.
What Is Pydantic AI 2.0? The Capability Primitive That Changes How You Build Agents
Pydantic AI 2.0 introduces a single composable unit called the capability that bundles tools, instructions, hooks, and guardrails. Here's how it works.
How to Use AI Screen Monitoring to Optimize Your Workflow: A Practical Guide
Use AI to screenshot your screen every 5 seconds, identify inefficiencies, and get actionable suggestions. Recover 2+ hours per day with this simple system.
How to Use Fable 5 as Orchestrator and GPT-5.6 as Worker in Multi-Agent Workflows
Use Fable 5 for planning and review while GPT-5.6 Sol handles execution. This model routing pattern cuts costs by 10x without sacrificing quality.
Personal AI Agents vs Production AI Agents: When Markdown Stops Scaling
Personal agents use markdown files and work great for one user. Production agents need databases, access control, and memory at scale. Here's the difference.
12 Claude Code Settings You Should Enable Right Now
Enable notifications, push alerts, deny rules, auto-compact thresholds, and 8 more hidden Claude Code settings to speed up your daily AI workflows.
How to Build an AI Agent That Catches Its Own Hallucinations: The Checker Agent Pattern
Learn how to design multi-agent systems where independent checker agents verify every task output—catching hallucinations, shortcuts, and boss-model bugs.
How to Build a Complete Company from Scratch with One AI Agent Prompt
See how a single /goal prompt with Claude Fable 5 produced a business plan, brand, product, landing page, and launch videos in under 4 hours.
How to Use Claude Code's /fewer Permission Prompt to Build a Custom Allow List
The /fewer permission prompt scans your session history to auto-generate a tailored allow list—giving you the speed of auto-mode with more control.
How to Use Claude Fable 5 as an Orchestrator Without Burning Your Token Budget
Use Claude Fable 5 for planning and review while delegating execution to Opus or Sonnet sub-agents—cutting costs by 10x with no quality loss.
What Is Context Rot in AI Agents and How Does Auto-Compact Fix It?
Context rot degrades AI agent quality at 70-80% context fill. Learn how to set Claude Code's auto-compact threshold to prevent it before it starts.
How to Use Fable 5 as Architect and Grok 4.5 as Construction Crew in Multi-Agent Workflows
Use frontier models for planning and cheaper models for execution. This real example built a 50-district 3D city for $8 using this split-model pattern.
Multi-Agent AI Systems: How to Catch Hallucinations Without Reading Every Output
Learn how multi-agent swarms with checker agents catch hallucinations, worker shortcuts, and even boss-model bugs automatically—no human review needed.
Personal AI Agents vs Production AI Agents: When Markdown Stops Scaling
Understand the architectural difference between personal second-brain agents and production agents shipped to real users—and when to make the switch.
How to Build a Production AI Agent with Context Retrieval and Long-Term Memory
Learn how to architect production AI agents with database-backed context retrieval and semantic memory that scales to millions of users.
What Is the 'Fable Mode' Skill? How to Make Cheaper Models Think Like Frontier AI
The Fable Mode skill extracts Claude Fable 5's reasoning habits and injects them into cheaper models like Opus. Here's how it works and how to build it.
How to Use Model Routing to Cut AI Agent Costs by 60%
Learn how to route tasks to cheaper models like Sonnet and Haiku instead of always using frontier models, without sacrificing output quality.