“How to use X” articles
AI agents can draft, update records and trigger workflows—but not every action deserves the same autonomy. This practical approval matrix helps organizations decide when AI may act, when a person must approve and when automation should stop.
Category: Guides & Tutorials
AI agents can read files, call tools and take actions—not merely generate text. Use this practical 15-point checklist to test business need, permissions, data access, human approval, monitoring and emergency shutdown before connecting an agent to real systems.
Not every AI idea deserves a pilot. This practical scoring matrix helps small businesses, project managers and public-sector teams compare AI opportunities by value, readiness and risk, then select the strongest use case with evidence.
Discover Soup, an open-source CLI that simplifies LLM fine-tuning using YAML, QLoRA, and layer streaming. Learn how it can fine-tune an 8B model on GPUs with as little as 4 GB of VRAM.
Buying an AI tool is easy; preparing a business to use it well is harder. Use this 25-question scorecard to assess value, data, technology, people and governance—and identify what to fix before your next AI investment.
Employees may already be using unapproved AI tools with company information. This practical shadow AI audit helps businesses discover current usage, classify risk, approve useful tools and monitor them without imposing an ineffective blanket ban.
A successful AI pilot is not a month-long product demo. This practical 30-day plan helps businesses select one measurable use case, establish a baseline, test real work, control risk and make an evidence-based decision.
Employees may already be using AI at work. This practical guide and copy-ready acceptable use policy help small businesses define approved tools, protect sensitive data, require human review and assign accountability.
An impressive AI demo does not prove business value. Use this 15-point checklist, weighted vendor scorecard, pilot plan and realistic ROI method before your business buys an AI tool.
Lumen YouTube Automation Agent shows how specialized AI agents can work together to automate the entire YouTube content workflow—from idea generation and script writing to thumbnails, SEO, publishing, and analytics. This open-source project is a practical example of how agentic AI is evolving from simple assistants into end-to-end workflow automation.
