Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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ElevenLabs Voice Widget Security: 5 Settings to Lock Down Before You Go Public
Your ElevenLabs widget embed is a single HTML snippet — anyone can steal it. Five security settings to configure before you deploy publicly.
How to Embed an AI Voice Agent Widget on Your Website with ElevenLabs
Add a voice agent to your website in minutes using ElevenLabs' widget embed code and Claude Code. Includes security best practices and cost controls.
One Founder Video Lifted Conversion Rate 33% — Here's the Claude Code Landing Page Stack Behind a $1.2M Business
A founder video moved CVR from 10% to 15%. Video testimonials cut Google Ads CPA 7x. Here's the full Claude Code stack that powers it.
GPQA: The Graduate-Level Benchmark Every Major AI Lab Uses — and Why Its Creator Says It Has Limits
David Rein built GPQA and now co-authors Hcast. He's the first to explain where graduate-level benchmarks mislead capability estimates.
How to Use the GWS CLI to Connect Claude Code to Google Workspace
The Google Workspace CLI lets Claude Code read and write Sheets, Docs, Gmail, and Drive without MCP overhead. Here's how to set it up and use it.
How to Run a Self-Hosted AI Agent for 24 Cents an Hour: Hermes Setup on HPC.ai Step by Step
Hermes runs on a CPU — not a GPU — for $0.24/hour on HPC.ai. One-command install, News Portal for models, and you're running in minutes.
Hermes Agent Found a £55,000 Mispriced Mercedes on Autotrader — Then Set Up a Daily Price Monitoring Cron
Hermes scanned Autotrader, flagged a Mercedes SLS AMG underpriced by £55k, and scheduled daily alerts — all from a natural language prompt.
Hermes vs. OpenClaw for Agentic Tasks: Which Self-Hosted Agent Handles Lead Scraping and Cron Jobs Better?
OpenClaw is popular, but Hermes ships with email, scraping, and autonomous agents built in. Here's how they compare on real business tasks.
How to Use the Higgsfield CLI with Claude Code for Scalable Content Automation
The Higgsfield CLI is faster and cheaper than MCP for AI agents. Learn how to install it, authenticate, and run automated creative workflows in Claude Code.
How to Use Higgsfield MCP with Claude to Build a Creative Marketing Agency
Learn how to connect Higgsfield to Claude via MCP to generate product photos, Instagram ads, and UGC videos automatically at scale.
How to Read an AI Time Horizons Report Without Getting Misled: A 10-Minute Interpretation Guide
Most readers misinterpret the 50th percentile framing. This guide explains what Meter's numbers actually mean for planning and policy.
John Preskill's Quantum Paper Used an Open-Source LLM Optimizer — and It Made Algorithms 1,000x Better
Caltech's John Preskill co-authored a paper where AI did the heavy lifting — improving early quantum algorithms by 1,000x via OpenEvolve.
Landing Page Speed Kills Conversions: 4 Data Points and How Claude Code Fixes Them in One Pass
A 2-second load time cuts conversions in half. Four speed-to-CVR data points and how to fix them by pasting your Lighthouse report into Claude.
The Legibility Paradox: 6 Actions to Take After You Audit Your Job for AI Displacement
Durable work must be visible but not fully specified. Six post-audit moves — from stopping theater to refusing commodity work — to protect your role.
How to Make Your Store Buyable by AI Agents: Set Up Stripe's Machine Payments Protocol in One Afternoon
AI agents can't navigate persuasion-optimized checkout flows. Here's how to expose a machine-readable commercial API using Stripe's new tools.
Build a Multi-Agent OS on Claude Code: 6 Components of a Hive Mind That Runs a Business Autonomously
Shared SQLite memory, mission control kanban, Meta Ads CLI, Telegram interface, agent suggestion system — here's the full architecture.
How to Build an Obsidian-Style 3D Agent Memory Graph Using Gemini Video API and Claude Code
Screen-record Obsidian, send the video to Gemini's video understanding API, ask Claude Code to replicate it. Zero graph libraries required.
Omar Khattab's DSPy Follow-Up: How Auto-Optimizing Your Harness Put a Tiny Model at #1 on TerminalBench
DSPy's creator showed a Haiku-powered harness beat larger models on TerminalBench. The secret: 10M tokens of automated harness optimization.
One-Time Use Cards vs. Shared Payment Tokens: Which Stripe Architecture Is Right for Agent Commerce?
Stripe offers two paths for agent payments. One is a bridge to the old web; the other is machine-native. Here's when to use each.
How to Reverse-Engineer a Claude Code Skill from a Winning Output
Find your best AI-generated output, extract the prompt, and turn it into a reusable skill that produces consistent results every time you run it.
SWE-Bench Score vs. Real Merge Rate: Why Your Agent's Benchmark Number Doesn't Match Production Reality
Agent solutions pass SWE-bench but merge at half the rate of human solutions. The gap between benchmark and production is wider than you think.
What Is the Verifiability Principle? Why AI Excels at Some Tasks and Fails at Others
AI models peak in domains where outputs can be verified like code and math. Learn why this creates jagged intelligence and what it means for automation.
How to Build a Voice Agent That Books Appointments via Cal.com
Connect an ElevenLabs voice agent to Cal.com using Claude Code to automatically check availability and book discovery calls from your website.
Walmart's ChatGPT Checkout Test Converted 3x Worse Than Its Own Site — What That Means for Agent Commerce
Walmart's AI checkout pilot flopped. The data reveals why agent-mediated buying requires a completely different commercial architecture.