Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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xAI's Grok Roadmap: 7 Models in Training Now, Grok 5 at 10 Trillion Parameters — Full Timeline
xAI's May 2026 roadmap put Grok 4.4 at 1T parameters and Grok 5 at 10T, with 7 models training on Colossus 2. Here's that timeline and what shipped since.
AI Agent Evaluation: How to Build Custom Benchmarks That Actually Test Intelligence
Public benchmarks are often contaminated by training data. Learn how to build custom AI agent benchmarks using simulation environments and iterative testing.
AI Agent Frameworks Compared: BMAD, GSD, Hermes, and Building Your Own
BMAD, GSD, and Hermes are popular AI coding frameworks—but most are overengineered. Here's how to evaluate them and when to build your own instead.
How to Use AI Image Generation for Brand Guidelines and Design Systems
Learn how to use GPT Image 2 and Claude Design to create brand guidelines, mood boards, logo explorations, and design systems without a designer.
AI for Mobile App Prototyping: How to Go from Spec to Interactive Mockup
Learn how to turn an 800-line app spec into a clickable, interactive mobile prototype using Claude Design—with dark mode, onboarding flows, and real UI.
How to Use AI for Pitch Deck Creation: From Brand Concept to Investor-Ready Slides
Learn how to use Claude and Claude Design to research a market, structure a pitch deck, and generate branded investor slides in a single workflow.
Claude Code Skills vs Hooks: What's the Difference and When to Use Each
Claude Code skills and hooks both automate workflows, but they work differently. Learn when to use each to build reliable, efficient AI agent systems.
Claude Design vs Figma: Is Anthropic's New Tool a Real Design Platform?
Claude Design lets you build websites, pitch decks, and prototypes with natural language. See how it stacks up against Figma for real design work.
How to Deploy a Claude Code Project to GitHub and Vercel in Under 10 Minutes
Learn the exact steps to export a Claude Code or Claude Design project, push it to GitHub, and deploy it live on Vercel with automatic CI/CD.
GPT 5.5 for Agentic Workflows: Speed, Cost, and Real-World Performance
GPT 5.5 is 2-3x faster than GPT 5.4 but costs twice as much. Here's how it performs on agentic coding, research, and long-context tasks in practice.
How to Build an Agentic Operating System with Claude Code
An agentic OS gives every Claude Code skill shared business context—brand voice, client data, and goals—so every output improves over time.
How to Manage Claude Code Token Usage: 10 Techniques That Actually Work
Context rot kills AI agent quality. Learn 10 proven techniques to reduce token usage in Claude Code, from plan mode to /compact and skill design.
How to Use Claude Design to Build a Brand from Scratch
Learn how to create a full brand identity—logo, design system, landing page, and launch video—using Claude Design and natural language prompts.
Open Source AI vs Closed Source: Why the Business Model Matters for Your Stack
The US open-source AI business model is broken while China dominates. Here's what it means for enterprises choosing between open and closed AI models.
What Is the OpenAI AI Smartphone? Everything We Know About the Jony Ive Device
OpenAI is building a screenless AI device with Jony Ive. Here's what the rumors, supply chain reports, and strategic logic tell us about what's coming.
How to Optimize MCP Server Token Usage: Code Execution, Tool Search, and TOON
MCP servers can burn 50% of your context window before a single message. Learn 10 techniques—including code execution and TOON—to cut usage by up to 98%.
Salesforce Headless 360 and AI Agents: What It Means for RevOps Automation
Salesforce Headless 360 exposes CRM data via MCP, APIs, and CLI—letting AI agents like Claude act inside Salesforce without a human clicking through the UI.
How to Use Sub-Agents in Claude Code to Manage Context and Speed Up Research
Sub-agents let Claude Code run parallel research tasks without bloating the main context window. Learn how to use them for faster, cleaner AI workflows.
What Is Claude Design? Anthropic's AI-Powered Visual Design Tool Explained
Claude Design is Anthropic's new tool for building websites, slide decks, and prototypes using natural language. Here's what it can do and who it's for.
What Is Claude Managed Agents? Anthropic's Infrastructure Layer for AI Teams
Claude Managed Agents lets teams run long-running AI agents without building infrastructure. Here's what it is, how it works, and who should use it.
Zapier MCP vs Native Integrations: Which Is Better for AI Agent Workflows?
Zapier's MCP server gives AI agents access to 8,000+ tools instantly. Compare it to native MCP integrations to decide which fits your automation stack.
How to Use AI Agents for Data Migration: Lessons from Real-World Testing
AI agents can handle messy business data migrations—but they need the right guardrails. Learn what works, what fails, and how to validate outputs safely.
AI for E-Commerce: Product Mockups, Packaging Concepts, and App Store Screenshots
AI image generation can create product packaging concepts, e-commerce image sets, merch mockups, and app store screenshots in minutes. Here's how.
How to Use AI to Generate Infographics, Process Diagrams, and Visual Explainers
AI models can turn URLs, documents, and raw data into polished infographics and diagrams. Here's how to use them for education, marketing, and business.