Your SaaS Product Was Built for Humans. AI Computer-Use Is About to Change That.
Every SaaS product was built assuming the user has hands. Computer-use AI just made that assumption worth questioning.
George Cheng
When Your API Provider Is Worth $1 Trillion
Anthropic may hit a $1 trillion valuation. Most founders haven’t seriously gamed out what that means for the products they’re building on top of AI APIs. The risk isn’t just pricing — it’s whether your differentiation lives in a layer you actually own.
LinkedIn’s AI Hiring Agents Hit $450M: What B2B Founders Should Take From It
LinkedIn just disclosed $450M in annual revenue from its agentic hiring tools. That's not a feature metric. Here's what it signals for every B2B founder still building AI as a bolt-on.
What AI Coding Tools Actually Cost (The Real Numbers)
Everyone talks about how much AI coding tools save. Fewer people publish the actual numbers. Here’s a real cost breakdown — including the hidden expenses most founders don’t account for.
The Real Cost of Building Every Feature Yourself (And Why Most Founders Get This Wrong)
Building every feature yourself feels like ownership. It’s usually just overhead. Here’s a clear-eyed look at the real cost of DIY feature development — and how to know when to stop.
The Most Underrated Skill in AI Product Development Is Saying No
Most founders making AI product development decisions right now are walking into the same trap: building is too easy. The cost of shipping a feature dropped to near zero.
Why AI's Next Hardware War Is Happening at the Edge, Not in the Cloud
Edge AI chips are where startups should focus. The real hardware battle is not in cloud GPUs. It is in embedded, low-power, device-side inference.
What Cerebras Going Public Means for Every Founder Building on AI Infrastructure
Cerebras filing for IPO at $35B reveals the compute layer beneath every AI product is consolidating fast. Here is what founders building on AI infrastructure need to understand about pricing power and switching costs.
Why Most Founders Pick the Wrong AI Model (And the Framework to Fix That)
Most founders choose their AI model the same way they pick a laptop: look at the benchmark scores, pick the highest number. That approach will cost you in production.
What a $60 Billion Valuation for a Coding Tool Tells Every Founder
SpaceX just put a $60 billion price tag on a coding tool, and that number tells you more about where software is headed than any analyst report. Here is what founders building in the tools layer need to understand right now.
Your Pricing Page Is Your Worst Employee
Your pricing page is doing more work than any other page on your site — and most SaaS pricing pages are failing quietly. Here’s what turns a pricing page from a conversion leak into a closing tool.
The “Fat Startup” Loophole: Why Solo Founders Are the Only Ones Who Can Win in 2026
The fat startup model favors teams with headcount and runway. Solo founders have found a loophole that makes them nearly impossible to compete against on margins. Here’s how it works.