... analyzed the codebases of 100 startups that hit a scalability wall (*) The goal was not to find the most exotic bug. The goal was to find the most common, expensive, and preventable patterns of failure. The results were almost identical across 85% of them. Here is what the data says. The Timeline to Failure Months 1 6: Everything worked. Fast releases. Happy customers. No time for architecture. Months 7 12: Progress slowed. Strange bugs appeared. "Fix it later" became ... ... maintained the mess. No new features shipped. After 24 months, reality left only two choices: rewrite the system from scratch or watch the system die slowly . The Foundational Problems (Found in about 85% of codebases) The problems were not exotic

... Today , I came across an article on TechCrunch: The great computer science exodus (and where students are going instead). It shows that UC campuses saw a drop in computer science enrollment for the first time since the dot-com crash (6% in 2025, 3% in 2024), but students are shifting to AI-focused programs . AI-focused programs can be found now at: UC San Diego MIT University of South Florida University at Buffalo Not to mention, China is making ... ... Sandun (@sanduns): Computer Science is shifting because the "boring" parts of coding are being automated. As a founder currently building an AI tool (SwiftTag.ai) using Google Vertex AI, I see this shift every day. We aren't seeing an exodus

... generator on Product Hunt, and before we go live, we d love to hear some feedback from the community! Since developers are our main audience, we d really appreciate any thoughts or suggestions you have on our landing page: exocoding.com Does it communicate the value clearly? Anything confusing or missing? We re looking for honest feedback, so don t hold back! Every insight helps! Thanks in advance! Comment from Rohan Chaubey(@rohanrecommends): I second @rajiv_ayyangar and I would like ... ... listed and I couldn't help but think "How are they actually good at all of these?" and "can't I do these with existing tools? e.g. cursor or claude What are people switching from when they start using exocoding

... code generator on PH, and before we go live, we d love to hear some feedback from the community! Since developers are our main audience, we d really appreciate any thoughts or suggestions you have on our landing page: exocoding.com. Does it communicate the value clearly? Anything confusing or missing? We re looking for honest feedback, so don t hold back! Thanks in advance ...