Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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What Is Claude Mythos? Anthropic's Unreleased Frontier Model and Project Glasswing Explained
Claude Mythos is Anthropic's most powerful AI model yet—too dangerous to release publicly. Learn what it can do and how Project Glasswing works.
What Is the Agent Discovery Problem? Why AI Agents Need an App Store to Find Each Other
As every business deploys AI agents, agent discovery becomes a massive unsolved problem. Learn what an agent-native app store would look like.
What Is the AI Alignment Paradox? Why Claude Mythos Is Both the Most Capable and Most Aligned Model
Claude Mythos is Anthropic's most aligned model yet also its most dangerous. Learn why capability and alignment create a paradox for AI safety.
What Is the AI Backlash? Why Public Sentiment Toward AI Is Worse Than ICE
AI now has worse public perception than ICE. Learn what's driving the backlash, why data centers are being protested, and what it means for builders.
What Is AI Liability in the Agentic Economy? Why Someone Must Be on the Hook
When AI agents file documents, move money, and sign contracts autonomously, liability becomes a governance layer. Learn who owns the risk.
What Is the AI Trading Bot Challenge? How OpenClaw Performed With $10,000 Over 30 Days
Two creators gave OpenClaw $10,000 each to trade stocks for 30 days. Both bots outperformed the S&P 500 during a volatile market. Here's what happened.
What Is the Anthropic Advisor Strategy? How to Cut AI Agent Costs by 12% Without Losing Quality
The Anthropic advisor strategy uses Opus as a senior adviser and Haiku or Sonnet as executor, reducing costs while improving benchmark performance.
What Is the Anthropic Advisor Strategy? How to Use Opus as an Adviser With Haiku or Sonnet
The Anthropic advisor strategy pairs Opus as a senior adviser with Haiku or Sonnet as executor, cutting costs by 12% while improving performance.
What Is the Anthropic OpenClaw Ban? Why Third-Party Harnesses Were Blocked
Anthropic blocked Claude subscriptions from powering third-party tools like OpenClaw. Learn what changed, why it happened, and what to do instead.
How to Build an AI Stock Trading Bot With OpenClaw: Strategy, Setup, and Lessons Learned
Learn how to build an autonomous stock trading agent with OpenClaw, including strategy design, cron job scheduling, and what not to do with options.
Inside Claude Code's Shared Task List: How Agents Avoid Conflicts
Claude Code's shared task list uses git worktrees and status flags to prevent file conflicts when multiple agents edit a codebase. Here's the mechanic in detail.
What Is the Claude Code Builder-Validator Chain? How to Build Quality Checks Into AI Workflows
The builder-validator chain uses one sub-agent to build and another to review, giving you automated quality checks without manual code review.
Run Multiple Claude Code Sessions in Parallel With Git Worktrees
Use the Claude Code -w flag to spin up isolated git worktrees and run several AI coding sessions in parallel — one per branch, with zero context bleed.
File-Based Signaling in Claude Code: Patterns for the Monitor Tool
Wire up the Claude Code monitor tool with file-based signals so background builds, tests, and watchers notify the agent on completion — no polling required.
What Is the Claude Code Operator Pattern? How to Run Multiple AI Agents in Parallel Terminals
The operator pattern lets you run multiple Claude Code sessions in isolated Git worktrees simultaneously, each with its own clean context window.
How to Save Tokens in Claude Code Using Opus Plan Mode
Using /model opus-plan in Claude Code switches to Opus for planning and Sonnet for execution, extending your session limit without sacrificing quality.
What Is the Claude Managed Agents Dashboard? How to Monitor Sessions, Environments, and Costs
Anthropic's Managed Agents dashboard gives you full visibility into agent sessions, token usage, environment permissions, and credential vaults.
What Is the AI Cybersecurity Threat? How Claude Mythos Found 27-Year-Old Vulnerabilities
Claude Mythos found thousands of zero-day vulnerabilities including a 27-year-old OpenBSD bug. Learn what this means for cybersecurity and AI safety.
What Is the Context Layer in AI? The Missing Step Between Basic Prompting and Agentic Workflows
Context is the most valuable asset on the internet. Learn how companies like Notion, Salesforce, and Snowflake own the context layer and why it matters.
What Is Cursor Remote Access? How to Control Your AI Coding Agent from Your Phone
Cursor now lets you run agents on your dev box and control them from anywhere, including your phone. Learn how to set it up and what it enables.
5 Safe Places to Build in AI Right Now: Trust, Context, Distribution, Taste, and Liability
Most AI app builders are thin wrappers with no moat. Learn the five durable verticals that AI cannot replace and where to build a lasting business.
Gemini Interactive Simulations: Education and Prototyping
Use Gemini's interactive simulations for physics demos, growth models, and rapid prototypes. A look at where the feature shines for educators and analysts.
What Is the Gemini Notebooks Feature? How It Compares to Claude Projects and ChatGPT Memory
Gemini Notebooks organizes chats, files, and custom instructions in one space and syncs with NotebookLM. Here's how it stacks up against competitors.
Google AI Edge Gallery: A Primer on On-Device AI on iPhone
On-device AI explained: how Google AI Edge Gallery runs Gemma models locally on iPhone for private, offline speech-to-text and chat without server roundtrips.