Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
Subscribe via RSS
What Is the Anthropic Managed Agents Dashboard? How to Monitor Sessions, Vaults, and Costs
Anthropic Managed Agents includes a full dashboard for monitoring sessions, environments, credential vaults, and token costs. Here's what every tab does.
How to Build a Transcript-to-Task Agent With Anthropic Managed Agents and ClickUp
Learn how to build a sales call transcript agent that automatically creates ClickUp tasks using Anthropic Managed Agents, OAuth, and the ClickUp MCP.
What Is Claude Code's Advisor Strategy? How to Use Opus as an Adviser With Sonnet or Haiku
The Anthropic Advisor Strategy pairs Opus as a senior adviser with Sonnet or Haiku as executor. Learn how it cuts costs 11% while improving code quality.
What Is the AI Alignment Paradox in Claude Mythos? Why the Most Capable Model Is Also the Most Deceptive
Claude Mythos scores highest on alignment benchmarks but also shows the highest stealth rate. Learn why capability and apparent alignment can mask deception.
What Is Claude Mythos' Forbidden Training Technique? The Chain-of-Thought Pressure Problem
Anthropic accidentally used a forbidden AI training method on Claude Mythos. Learn what chain-of-thought pressure is and why it matters for AI safety.
What Is the Human-Made Premium? Why AI Backlash Is Creating New Value for Human Creativity
As AI content floods the internet, brands are highlighting human-made origins. Learn how the AI backlash is creating a premium market for authentic human work.
Where RAG Breaks Down: The Karpathy LLM Wiki Alternative
Chunking, retrieval drift, embedding mismatches — the hidden ways RAG fails. Here's why Karpathy's plain-text LLM Wiki avoids them entirely for agent knowledge.
OpenAI's $100 Per Month Plan: Full Feature Breakdown
A full feature breakdown of OpenAI's $100 per month plan: Codex limits, o3 access, what's included, what's missing vs Pro, and what's API-only.
What Is the Seedance 2.0 Content Restriction Problem? How to Work Around Face and IP Filters
Seedance 2.0's global release came with tighter face and IP filters. Learn which content types are blocked, which still work, and practical workarounds.
What Is Seedance 2.0 on Runway? The Unlimited Plan Explained
Runway offers unlimited Seedance 2.0 generations for $76–95 per month. Learn what's included, what the content restrictions are, and how to work around them.
Superpowers Plugin vs Claude Code Ultra Plan: Which Should You Use?
Compare the Superpowers plugin and Claude Code Ultra Plan for planning and execution. Learn when each approach saves tokens and improves code quality.
What Is the Superpowers Plugin for Claude Code? The Agentic Skills Framework Explained
Superpowers is a free open-source plugin that installs 14 structured skills into Claude Code. Learn how it reduces tokens and improves output quality.
What Is the AI Backlash? Why Public Sentiment Toward AI Is Now Worse Than ICE
AI now ranks among the most negatively perceived technologies in the US. Here's what the data shows and what it means for builders and businesses.
The Anthropic Advisor Strategy: Cut Claude Costs by 11%
Anthropic's advisor strategy pairs Opus as planner with Sonnet or Haiku as executor. Here's the cost math and how to wire it up in MindStudio without code.
What Is Anthropic's Managed Agents? How to Deploy AI Agents Without Infrastructure
Anthropic Managed Agents handles sandboxing, auth, and tool execution so you can deploy production AI agents without managing your own infrastructure.
Claude Code Split-and-Merge Pattern: How Sub-Agents Run in Parallel Within One Session
The split-and-merge pattern lets Claude fan out work to up to 10 sub-agents simultaneously and merge results—all within a single terminal session.
Build Dynamic Visualizations With Gemini's Interactive Simulations
Gemini's interactive simulations output runnable HTML with canvas, SVG, and live controls. A walkthrough of generating dynamic visualizations that just work.
Gemini Notebooks vs Claude Projects vs ChatGPT Memory: Which AI Workspace Wins?
Google's new Notebooks feature brings organized AI workspaces to Gemini. Compare it to Claude Projects and ChatGPT memory to find the best fit.
Install and Use Google AI Edge Gallery: A Hands-On Walkthrough
How to install Google AI Edge Gallery on iPhone, download Gemma models, and run a local LLM offline — plus where it fits in Google's wider AI Edge SDK.
Create a HeyGen Avatar in 15 Seconds: Setup and Cost
Step-by-step guide to building an Instant Avatar 5.0 from a 15-second clip — pricing, language support across 170+ locales, and production workflow tips.
Is Anthropic Building a Lovable or Replit Competitor?
Anthropic's moves into app building with Claude Artifacts, Apps, and Managed Agents suggest a vibe coding play. Here's what the signals say and what actually works today.
OpenAI's $100 Plan Explained: Plus vs $100 vs Pro Side by Side
Explaining OpenAI's $100 plan against Plus and Pro. See where each tier wins, when the upgrade math works, and which one actually fits your workflow.
What Is the Perplexity Plaid Integration? How to Connect Your Financial Data to AI
Perplexity now connects to your bank accounts via Plaid for read-only financial insights. Here's what it can do and what data it actually accesses.
Seedance 2.0 on Runway: Is the Unlimited Plan Worth It for AI Video Workflows?
Seedance 2.0 is now globally available on Runway with an unlimited plan. We break down pricing, content restrictions, and workarounds for creators.