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.
What Is the Agentic Era? How Google I/O 2026 Defined the Next Phase of AI
Google I/O 2026 declared the agentic era: AI that acts, not just answers. Here's what that shift means for builders, businesses, and automation tools.
Anthropic's 2028 AI Leadership Essay: What It Means for AI Builders
Anthropic's essay outlines two scenarios for US-China AI competition by 2028. Here's what the compute, talent, and adoption arguments mean for builders.
What Is Anthropic's 2028 AI Leadership Essay? The Two Scenarios Explained
Anthropic published a concrete essay outlining two futures for US-China AI competition by 2028. Here's what it says, where it's right, and where it falls short.
How to Position Your Brand for AI Search: The Truth Layer Strategy
AI agents do the shopping now. Learn how to build a structured, provable truth layer so your product appears in AI-mediated searches and recommendations.
How to Use Google Pomelo to Create On-Brand Marketing Assets for Free
Google Pomelo scans your brand and generates social posts, ad creatives, and campaign ideas at no cost. Here's how to set it up and use it for your business.
What Is the Interpretation Economy? How AI Agents Are Replacing Search
The internet is shifting from attention to interpretation. Learn how AI agents now filter purchasing decisions and what it means for your business strategy.
What Is the Agent Harness? Why Scaffolding Matters More Than the Model
Cursor's research shows the same model scores 46% or 80% depending on the harness. Learn why your agent wrapper drives more performance than model choice.
How to Use AI Agents for Workflow Automation: The Build vs Buy vs Wait Framework
40% of agentic AI projects will fail by 2027. Use this five-lever framework—automate, build, buy, hire, wait—to make smarter AI investment decisions.
What Is the Investment Decision Matrix for AI Workflows? Build, Buy, Hire, or Wait?
Use a two-axis matrix—work specificity vs market maturity—to decide whether to build, buy primitives, hire, or wait on any AI workflow investment.
How to Build AI Workflows for Accounts Receivable: Invoice Chasing, Cash Application, and More
Accounts receivable has 8 distinct AI workflow shapes. Learn how to build targeted automations for invoice matching, collections, and dispute resolution.
Anthropic vs OpenAI Business Adoption in 2026: What the RAMP Data Shows
For the first time, Anthropic surpassed OpenAI in business adoption at 34.4% vs 32.3%. Here's what the data means and what's driving the shift.
What Is the Chief AI Officer Role? Why 76% of CEOs Are Hiring One in 2026
The CAIO role jumped from 26% to 76% adoption in two years. Learn what the role entails, who fills it, and how AI fluency is reshaping every department.
Why You Should Never Switch Models Mid-Conversation in AI Coding Agents
Switching models mid-task causes cache misses, context mismatches, and slower turns. Cursor's research explains why one model per session is the right call.
How to Use the Notion Developer Platform with AI Agents: CLI, Webhooks, and External Agents API
Notion's new developer platform lets AI agents read, write, and trigger actions in your workspace. Here's how to connect Claude or Codex to Notion.
What Is Thinking Machines Labs' Interaction Model? Real-Time AI with Time Awareness
Thinking Machines Labs' new interaction model offers real-time translation, time tracking, and simultaneous tool calls. Here's what it means for AI agents.
Agent Harness Engineering: Why Your Wrapper Matters More Than the Model
Cursor's research shows the same Claude model scores 46% vs 80% depending on harness design. Here's what harness engineering means and how to build better ones.
Anthropic's 2028 AI Leadership Essay: Two Scenarios for the US-China AI Race
Anthropic's essay outlines two futures: US maintains compute dominance or China catches up. Here's what the argument means for AI builders and enterprise teams.
Claude Co-work vs Claude Cloud Routines: Which Scheduled Agent Method Should You Use?
Claude Co-work scheduled tasks run on your machine; cloud routines run on Anthropic's infrastructure. Here's when to use each and what the limits are.
How to Use the Notion Developer Platform with Claude and Codex Agents
Notion's new developer platform adds a CLI, webhooks, workers, and an external agents API—here's how to wire Claude or Codex into your Notion workspace.
What Is the Notion External Agents API? How to Add Claude to Your Workspace
Notion's external agents API lets you invite Claude, Codex, or any AI agent into your workspace as a participant—here's what it enables and how to set it up.
What Is the Claude Agent SDK? How It Differs from the Claude API
The Claude Agent SDK gives your agent tools, bash access, and a full agentic loop—not just a text response. Here's when to use it over the raw API.
What Is Thinking Machines Labs? Mira Murati's Real-Time AI Interaction Model
Thinking Machines Labs, founded by ex-OpenAI CTO Mira Murati, demos real-time translation, simultaneous tool calls, and time-aware AI agents.
Why You Shouldn't Switch Models Mid-Conversation in AI Coding Agents
Cursor's blog explains why switching models mid-session causes cache misses, out-of-distribution context, and slower turns—and what to do instead.
Agentic SaaS Pricing: What Salesforce AgentForce and Microsoft Copilot Credits Mean for Builders
SaaS vendors are adding second meters for agent work units and Copilot credits. Here's what to negotiate before your next renewal to avoid surprise bills.