You think you're lacking [tools], but actually you're lacking [architecture].

You think you're lacking [tools], but actually you're lacking [architecture].

by | 2 month 27, 2026 | Blog

The wishing well has truly appeared. In the old days of software development, there was a joke among engineers: "If only there were a wishing well where requirements could be fulfilled spontaneously." Every new requirement required communication with the PM, evaluation by a systems analyst, scheduling in a sprint, waiting three months, revisions, and more waiting. Every "addition/modification/deletion" was a war of attrition. Now, the wishing well has truly arrived. AI is shortening the distance between "stating a requirement" and "implementing a requirement" from three months to three days. Vibe Coding, AI Agents, and automated workflows are doing something unprecedented: lowering the barrier to logical expression to almost zero. You just need to clearly state what you want, and AI can help you achieve it. ...
When AI turns you into a "one-person company," your team is quietly crumbling.

When AI turns you into a "one-person company," your team is quietly crumbling.

by | 12 month 9, 2025 | Blog

Last week at a gathering, a friend who works in trade told me, "Vincent, we have a young salesperson in our company who uses AI to organize customer data, write outreach emails, and create quotations—he's three times more efficient than everyone else. But now he hardly communicates with his colleagues anymore, saying, 'Anyway, asking AI is faster than asking people.'" He then chuckled bitterly, "What's worse, seeing him like this, some other salespeople are starting to get anxious and want to learn AI too, while others are simply giving up, saying, 'AI is unreliable and will make mistakes! It often gives nonsensical answers with a straight face, so just trust it.' Now in meetings, it feels like everyone's on a different wavelength." This isn't an isolated case; it's a collective phenomenon happening now. The market is flooded with courses teaching you: "Learn AI, transform into a one-person company!", "Use ChatGPT..."