Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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How to Use ChatGPT in PowerPoint: Build, Update, Polish, and Understand Slides
OpenAI's free ChatGPT add-in for PowerPoint lets you build full decks from files, add slides, and refine copy without leaving the app. Here's how.
How to Build a Portable AI Agent Stack That Avoids Anthropic Lock-In
Anthropic is drifting toward enterprise developers. Here are four steps to build a portable AI operating system that works across any model or platform.
How to Use AI to Prove Your Value at Work When Everyone Looks Productive
When AI makes polished outputs easy, judgment becomes the scarce skill. Learn the situation-decision-risk-change framework to show real human contribution.
How to Run Local AI on AMD: ROCm, LM Studio, Ollama, and ComfyUI Setup
AMD's ROCm platform now supports PyTorch, Ollama, LM Studio, and ComfyUI out of the box. Here's how to set up a full local AI stack on AMD hardware.
Seedance 2.0 vs Gemini Omni for AI Short Film Production: Which Wins?
Seedance 2.0 excels at consistent 2D animated characters. Gemini Omni wins at editing real footage. Compare both for short film and content creation workflows.
What Is a Product Agent? The AI That Ships a Whole App, Not Code
A product agent compiles a plain-language spec into a full-stack app—backend, database, auth, deployment. Here's how it differs from coding agents and app builders.
What Is Claude Opus 4.8 Dynamic Workflows? Parallel Sub-Agents Explained
Claude Opus 4.8 dynamic workflows spawn hundreds of parallel sub-agents from a single prompt. Learn how they work, when to use them, and what they cost.
What Is the /deep Research Command in Claude Code? Parallel Research Workflows Explained
Claude Code's /deep research command spawns parallel agents that vote on claims and return a cited report. Learn when and how to use it effectively.
The First Product Agent That Ships Whole Apps
Remy is a product agent: describe an app in plain language and it builds the full stack—backend, database, auth, frontend, deployment. Here's how it works and what it costs.
What Is the Ultra Code Mode in Claude Code? X-High Effort Plus Dynamic Workflows
Ultra Code is Claude Code's highest effort mode. It combines extra-high reasoning with automatic dynamic workflow orchestration for massive parallel tasks.
How to Build an Agentic Context Management System with Folder Structures and Markdown Files
An agentic OS is just markdown files in folders with rules about when to load them. Learn how to architect context management for multi-client work.
How to Use AI Agents with Isolated Database Environments: The Fork-and-Experiment Pattern
Give each AI agent its own disposable database copy to prevent contamination. Learn the fork-and-experiment pattern for safe agentic development.
ChatGPT in PowerPoint: How to Use the Free Add-In to Build and Edit Slides
OpenAI's free ChatGPT add-in for PowerPoint lets you build, update, and polish slides using natural language. Here's how to set it up and use it.
ChatGPT PowerPoint Add-In vs Microsoft Copilot: Which AI Slide Tool Is Better?
ChatGPT's free PowerPoint add-in competes directly with Microsoft Copilot at $30/month. Compare features, quality, and cost to find the winner.
How to Use Prompt Caching and Token Management in Claude Code Dynamic Workflows
Dynamic workflows can burn through tokens fast. Learn how to use Haiku for sub-agents, bound your scope, and manage costs before they spiral.
Claude Code Dynamic Workflows vs Agent Teams vs Sub-Agents: Which Should You Use?
Dynamic workflows, agent teams, and sub-agents all run parallel work in Claude Code. Here's how they differ and when to pick each one.
What Is the /goal Command vs Dynamic Workflows in Claude Code? Depth vs Width Explained
Claude Code's /goal command loops until done while dynamic workflows run agents in parallel. Learn which pattern fits your task and budget.
Claude Code Skill Audit with Dynamic Workflows: How to Score and Rank 40+ Skills at Once
Use Claude Code dynamic workflows to audit all your skills in parallel, rank them worst to best, and get actionable fix recommendations fast.
What Is Claude Opus 4.8 Dynamic Workflows? How to Spawn Parallel Sub-Agents at Scale
Claude Opus 4.8 dynamic workflows let you spawn hundreds of parallel sub-agents for large tasks. Learn how they work and when to use them.
Google Gemini AI Glasses Explained: Audio Version vs Display Version and What's Actually Shipping
Google's Gemini AI glasses come in two versions. Here's what the audio-only pair launching this fall can do and what the display version offers.
How to Build an AI Agent That Avoids Vendor Lock-In: A 4-Step Framework
Build a portable AI agent stack that survives platform changes. Four steps to avoid Claude Code lock-in and keep your workflows future-proof.
How to Use Parallel Agent Execution to Build and Compare Multiple Product Strategies at Once
Run three agents on three isolated databases to test different product strategies simultaneously. Learn the parallel exploration pattern for agentic work.
What Is the System Evolution Mindset for AI Agents? How to Turn Every Mistake Into a Rule
Instead of blaming the model when agents fail, use system evolution: turn every mistake into a harness improvement that prevents future errors.
What Is Harness Engineering? The Mindset Shift That Separates Top AI Builders
Harness engineering is the skill of building the wrapper around your AI model. Learn why your agent's scaffolding matters more than the model itself.