AI Industry Strategy
Vendor moves, compute economics, what each lab is betting on. Less product, more strategy — Anthropic compute shortages, OpenAI vs Anthropic vs Google bets, business-of-AI takes.
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.
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.
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.
Anthropic's Compute Shortage: Why Claude Limits Are Getting Worse
Anthropic underinvested in compute and now can't serve demand. Here's why Claude quotas are tightening, what it means for developers, and what comes next.
What Are AI World Models for Business? Three Architectures and Their Failure Modes
World models promise to replace status meetings with living company knowledge. Here's how vector, ontology, and signal approaches each break.
Agentic Coding Levels Explained: From Autocomplete to the Dark Factory
From tab completion to fully autonomous codebases, here are the five levels of AI-assisted coding and where production teams should operate today.
Codex as a Super App: OpenAI's Bet on the Everything App for Developers
OpenAI is turning Codex into a super app with computer use, image generation, an in-app browser, and 90+ plugins. Here's what that means for developers.
How Google's New AGI Benchmark Measures Intelligence Across 10 Cognitive Dimensions
Google DeepMind's cognitive framework tests AI against human baselines across perception, reasoning, memory, and social cognition. Here's what it means for AGI.
Inference Costs Are the New AI Wall: What Sora's Shutdown Tells Us About the Industry
Sora burned $15M/day against $2.1M lifetime revenue before shutdown. The AI industry has moved from a training wall to an inference wall—here's what that means.
SaaS Pricing Is Breaking: Why Per-Seat Models Don't Survive the AI Agent Era
AI agents compress seat counts by 90%. SaaS companies without outcome-based pricing are being punished by markets. Here's what the transition looks like.
Use Opus as a Senior Adviser to Sonnet and Haiku: A Pattern Guide
Treat Opus like a senior colleague who briefs Sonnet or Haiku before execution. A pattern guide with prompt structures, context tips, and 2% benchmark gains.
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.
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.
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.
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 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 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.
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.
What Is OpenAI's $100 Per Month Plan? Overview of the Codex Tier
OpenAI launched a $100/month tier between Plus and Pro built around Codex. Here's a clear overview of what it is, who it's for, and how it differs from Pro.