Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
Subscribe via RSS
How to Use the Superpowers Plugin in Claude Code to Write Better Code
The Superpowers plugin forces Claude to plan before coding, write tests first, and review its own work in two stages—here's how to install and use it.
Is Your Business Agent-Readable? Run This 5-Question Diagnostic in 10 Minutes
Nate Jones's 5-question framework tells you whether your business data is structured for AI agents to act on — or invisible to them.
Kimi K2 Runs 300 Sub-Agents Across 4,000 Steps on 4x H100s — The Story Hermes Found That Everyone Missed
Hermes's content ideation agent surfaced Kimi K2: an open-source system orchestrating 300 sub-agents across 4,000 coordinated steps on 4x H100 GPUs.
Linear CEO Said Issue Tracking Is Dead. Then OpenAI Built Symphony on Top of Linear.
Linear's CEO declared issue tracking dead on March 24, 2026. Weeks later, OpenAI's Symphony spec made Linear the backbone of autonomous coding agents.
Mark Kashef's Claude Code Hive Mind: SQLite + Telegram Multi-Agent Council on Zero Cloud Cost
Mark Kashef's hive mind stores all agent conversations, tasks, and scheduled jobs in a free local SQLite DB with a 3D graph view.
How to Build a Multi-Step AI Automation for Content Repurposing: Research to Post
Chain topic research, script writing, transcription, and social posting skills into a scheduled autonomous workflow that runs without supervision.
OpenAI's Goblin Problem: How RL Training in Codex Infected GPT-5.4 with Creature References Across Model Generations
GPT started mentioning goblins and gremlins in responses. The cause: RL 'nerdy personality' training in Codex scored creature references highly and bled…
OpenAI and Stripe's Agentic Commerce Protocol: What Every Builder Needs to Know About the New Payment Stack
OpenAI and Stripe co-developed the Agentic Commerce Protocol. Visa, Mastercard, Meta, and PayPal are all building parallel rails. Here's the full picture.
What Is Quantum-Safe Encryption and Why Should AI Builders Care?
Quantum computers could break current encryption by 2029. Learn what post-quantum cryptography means for AI infrastructure, APIs, and agent security.
Scott Aaronson's 2029 Warning: Why the World's Top Quantum Skeptic Is Now Sounding the Alarm
Scott Aaronson — historically skeptical of quantum timelines — now says fault-tolerant quantum computers capable of breaking crypto are expected by ~2029.
How to Sell AI Automations to Local Businesses: 6 Claude Code Skills That Actually Work
Learn the six Claude Code skills—from skill creator to GSD—that businesses actually pay for, and how to pitch them as time-saving outcomes.
How to Build a Skill Creator Workflow in Claude Code: From SOP to Reusable Skill
Use Anthropic's Skill Creator plugin to turn any SOP or process description into a tested, reusable Claude Code skill in under 10 minutes.
How to Use a Smart Orchestrator Model to Direct Cheaper Sub-Agent Models in Claude Code
Use Claude Opus as an orchestrator to plan and review while DeepSeek or Gemma handle heavy lifting—cutting token costs by 5-10x without losing quality.
Store Now, Decrypt Later: How Governments Have Been Collecting Your Encrypted Data for Decades
The US, Russia, and China have been archiving encrypted internet traffic for years — planning to decrypt it the moment quantum computers are ready.
Stripe's Agentic Commerce Suite: 5 New Primitives Reshaping How AI Agents Buy and Pay
Stripe launched Links wallet for agents, shared payment tokens, machine payments protocol, Radar fraud defenses, and Tempo micropayments. Here's what each does.
How to Use Stripe's Agentic Commerce Suite to Accept AI Agent Payments
Learn how Stripe's agent commerce tools, Link wallet, and machine payments protocol let your app accept payments from AI agents programmatically.
What Is the Stripe Machine Payments Protocol? How AI Agents Pay Without Human Checkout
Stripe's machine payments protocol lets AI agents carry scoped payment credentials and transact programmatically—no human checkout required.
Stripe Radar's Agent Fraud Problem: Thousands of Humans Running Millions of Agents to Steal AI Tokens
Stripe's Radar update targets a new fraud vector: bad actors running millions of agents to steal tokens from AI products at near-zero marginal cost.
The US Government Just Restricted an AI Model Rollout for the First Time — Here's What We Know About Mythos
The White House told Anthropic to halt Mythos's broader rollout on national security grounds — the first time the US government has restricted an AI model…
Walmart's ChatGPT Checkout vs. Native Site: Why Agent Commerce Converted 3x Worse
Walmart's ChatGPT instant checkout test converted 3x worse than redirecting shoppers to Walmart.com. What went wrong and what it means for agent commerce.
What Is Agentic Commerce? How AI Agents Are Changing Online Buying
Agentic commerce shifts buying power from sellers to buyers. Learn how AI agents handle purchasing decisions and what it means for your business.
What Is Agentic Discovery? How AI Agents Find and Evaluate Products Without Search
Agentic discovery replaces keyword search with structured product metadata that AI agents can reason over. Learn what your business needs to expose.
What Is the Mistral Medium 3.5 Model? Open-Weight AI Built for Agent Harnesses
Mistral Medium 3.5 is a 128B open-weight model combining reasoning, coding, and instruction-following for agent harnesses like OpenClaw and Hermes.
What Is Streaming Payments? How AI Agents Pay as They Consume Value
Streaming payments let AI products settle costs in real time as tokens are burned, eliminating end-of-month billing risk for usage-based AI services.