How to Pick the AI Model You Actually Build Your Product On
Choosing an AI model for your startup is not a benchmark test. It is a business decision about pricing, roadmap alignment, and long-term incentive fit.
George Cheng
The Illusion of the Funding Boom: Why Raising Is Still Hard in 2026
Q1 2026 posted record VC numbers. Nearly half went to a single company. Here is what the funding landscape actually looks like for early-stage founders.
Physical AI Is Eating Software VC. Here Is What Founders Should Know.
Capital is flowing into robotics, autonomous systems, and hardware-software convergence. Here is what physical AI actually means, why the investment thesis differs from pure software, and what it signals for founders.
What OpenAI's Advertising Bet Means for Every Founder Building on AI
The OpenAI advertising model founders is a dynamic that will reshape every product decision you make. OpenAI told investors it expects $2.
Build vs. Buy AI Features: The Framework Enterprise Guides Miss
Every enterprise guide about the build vs buy AI startup decision starts in the same place. They list the obvious factors.
AWS DevOps AI Agent: What Founders Actually Need to Know
AWS just GA’d autonomous agents for DevOps and security. Pricing starts April 10. Here is what founders actually need to know before their engineering team reads the announcement.
Vibe Coding for Founders: A Guide to When It Helps vs. Hurts
Vibe coding for founders sounds like a dream. You describe what you want in plain English, and AI writes the code.
When to Hire First Engineer: The Vibe Coding Limit
AI tools let founders ship fast. But there’s a point where vibe coding stops working and you need a real engineer. Here’s the honest decision framework.
Product Led Growth: What It Actually Requires (Not What the Blog Posts Say)
Product-led growth sounds simple: let the product sell itself. In practice, it requires specific product, team, and market conditions that most blog posts never mention. Here’s what PLG actually demands.
Startup Playbook Economic Uncertainty: What Founders Who Survived Did Differently
Economic turbulence is not new. This startup playbook for economic uncertainty covers four mistakes founders make and what the ones who came out stronger did differently.
Vibe Coding Is Dead. Agentic Engineering Is What Actually Runs Startups Now.
Agentic engineering startups are redefining what it means to ship software. Andrej Karpathy did not just coin a phrase.
AI Agents Don’t Crash. They Lie.
AI agents don’t fail dramatically — they lie confidently. The real danger in production isn’t crashes, it’s silent plausible-sounding errors that compound before anyone catches them.