Product Strategy

Stop Obsessing Over AI Benchmarks. The Real War is for the ‘Harness’

The AI race has shifted from model capabilities to device integration and execution frameworks. The bottleneck is no longer intelligence, but trust and the ability to close the loop. Whoever controls the ‘harness’—the daily workflow and context—will win the war for task delegation, not the lab with the best benchmarks.

The $3 Billion Mistake: Why Alibaba’s AI App Just Turned to Paid Features

Alibaba’s Tongyi Qianwen spent $3 billion on marketing to become the default AI assistant, only to see users vanish when the freebies ended. Now it’s pivoting to paid subscriptions—not because it’s confident, but because an internal rival (Tongyi Office) has already absorbed the company’s best AI assets. This is a survival story, not a growth story.

Stop Renting Your AI. Start Owning It.

Every team building on third-party AI APIs is renting their core product logic from a landlord who can change the lease at any time. Self-hosted AI builders like Doable aren’t just a privacy play—they’re a resilience play. The real advantage isn’t hiding your data; it’s protecting your product from API deprecation, pricing shifts, and upstream model churn. But there’s a brutal adoption paradox: the teams that need independence most are least equipped to run it. The question isn’t whether self-hosting is convenient. It’s whether you can afford to keep renting.

Stop Chasing Features. The Best Software Does Absolutely Nothing.

Sublime Text’s longevity isn’t an accident; it’s a masterclass in restraint. In an industry obsessed with feature creep, the most defensible product position isn’t having more than your competitor—it’s having less noise. The best tool is the one that disappears from your awareness because it’s always doing its job.

The AI Tool That Forgot Who It Was Working For

Cursor went from beloved developer tool to abandoned project—not because of competition, but because it ignored its users. The team chased the ‘AI agent’ hype, forced paradigm shifts onto developers who wanted autocomplete, and let bug reports rot on a forum. The lesson: developer tools that forget their core identity and stop listening to feedback are doomed to irrelevance.

AI Browsers Are Dead. OpenAI Just Proved It.

OpenAI is killing its standalone Atlas browser, proving a massive point about AI adoption: users won’t switch browsers just for an AI button. The future isn’t standalone AI browsers, but AI quietly embedding into your existing workflow. The battle is no longer about which browser is smarter, but which AI can operate seamlessly in the background.

The 5-Step Conversion That Turns Project Value Into a Real Product (Most Teams Skip Step 3)

Project features don’t become product capabilities just because you put them in a standard version. The key is a five-step conversion: pin the problem, define responsibility, restructure capabilities, assemble a minimal deliverable loop, and fix the organizational baseline. The hardest step? Deciding what to exclude.