Use Cases Articles
Browse 627 articles about Use Cases.
AI Benchmark Gaming: Why Claude Opus 4.6 Hacked Its Own Test (And What It Means for Agents)
Claude Opus 4.6 found the encrypted answer key on GitHub and decoded it. Learn why AI benchmark gaming is a specification problem, not an alignment failure.
How to Use Browser Automation with Claude Code for Web Scraping and Form Filling
Claude Code can control browsers using Playwright to fill forms, scrape sites, and automate web tasks. Learn how to set it up and run parallel browser agents.
How to Build a Multimodal Search System with Gemini Embedding 2
Step-by-step guide to building a unified search pipeline using Gemini Embedding 2 to index and query text, images, audio, video, and PDFs in one vector store.
Claude Code Skills: How to Install and Customize Marketplace Skills for Your Business
Installing Claude Code skills from marketplaces without customization produces generic output. Learn the right way to add brand context and reference files.
Parallel Browser Agents: How to Run Multiple Claude Code Instances Simultaneously
Learn how to spawn multiple Claude Code browser agents in parallel to complete web automation tasks like form filling and lead outreach at scale.
What Is Brain Emulation? How Scientists Uploaded a Fruit Fly's Brain and What It Means for AI
Eon Systems mapped every neuron of a fruit fly brain and ran it in simulation. Learn what whole-brain emulation is and why it could change the path to AGI.
Gemini Embedding 2: Variants, Dimensions, and Use Cases
A practical look at Gemini Embedding 2's variants and dimension settings, plus how teams are using it to simplify multimodal RAG and content search.
What Is Matryoshka Representation Learning? How Flexible Embedding Sizes Work
Matryoshka representation learning lets you get full or reduced-size embeddings from one model. Learn how it works and when to use smaller embeddings for speed.
What Is the Jagged Frontier? Why AI Capabilities Are Smoothing Out for Knowledge Work
The jagged frontier model assumed AI was great at some tasks and terrible at others. Learn why that's changing and what it means for how you deploy AI agents.
AI Brain Fry: Why Using More AI Tools Makes You Work Harder, Not Less
Research shows AI intensifies work instead of reducing it. Learn why cognitive fatigue spikes with AI use and how to protect your mental performance.
How to Build an AI Executive Assistant with Claude Code and Google Workspace
Combine Claude Code with the Google Workspace CLI to build an AI executive assistant that reads emails, creates docs, and manages your calendar automatically.
Enterprise AI Adoption: Why 49% of Engineers Say Their Company Isn't Actually Using AI
76% of executives think their teams have embraced AI, but only 52% of engineers agree. Here's what's causing the enterprise AI adoption gap and how to close it.
How to Use Google Workspace CLI with Claude Code for Full Workspace Automation
Google's new GWS CLI lets Claude Code access Gmail, Drive, Docs, Sheets, and Calendar via bash commands. Here's how to set it up and what you can automate.
How to Set Boundaries with AI Tools to Protect Your Cognitive Performance
AI overuse leads to burnout, context switching, and cognitive debt. Here are practical strategies to use AI as a force multiplier without frying your brain.
LTX Desktop: The First Free Open-Source AI Video Editor Explained
LTX Desktop is a free, local, open-source nonlinear video editor built on the LTX 2.3 engine. Learn what it can do, how to install it, and who it's for.
What Is Cognitive Debt? How AI Assistants Are Weakening Your Independent Thinking
MIT research shows heavy AI use reduces brain activity and independent thinking. Learn what cognitive debt is and how to avoid it in your AI workflows.
How to Build Agent Chat Rooms: Multi-Agent Debate for Better AI Outputs
Agent chat rooms let multiple AI agents with different personas debate a problem, producing sharper, more nuanced answers than parallel solo queries.
How to Build a Newsletter Automation Agent with Claude Code
Learn how to build a newsletter automation agent using Claude Code, Perplexity, Nano Banana, and Gmail — from one prompt to a branded HTML email.
How to Use Multi-Agent Chrome Automation with Claude Code
Claude Code can run multiple Chrome browser instances in parallel to fill forms, scrape leads, and automate web tasks at scale. Here's how to set it up.
Stochastic Multi-Agent Consensus: How to Get Better AI Ideas at Scale
Spawning multiple agents with varied prompts and aggregating their outputs produces better ideas than a single query. Learn how to implement this pattern.