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Vibe Coding Trends & Industry Analysis — Page 7

Data-driven analysis, statistics, and case studies on the state of vibe coding.

Showing 145–157 of 157 articles

When AI Code Worked for 65,535 Requests and Then Died

AI-generated code worked perfectly for 65,535 requests then crashed. This post-mortem explains hidden scaling limits in AI code and how to find them early.

Apr 5, 2026Read

pulse·intermediate·11 min

Post-Mortem of an Amazon Outage From AI-Assisted Deployment

An Amazon outage traced to AI-assisted deployment changes. This post-mortem examines cascading failures and the guardrails every deployment pipeline needs.

Apr 5, 2026Read

pulse·intermediate·10 min

Post-Mortem of the DataTalks.Club Terraform Destroy Incident

The DataTalks.Club terraform destroy post-mortem. Production infrastructure wiped by a single command. Here are the safeguards that would have prevented it.

Apr 5, 2026Read

pulse·intermediate·11 min

Post-Mortem of the Lovable CVE That Exposed 170+ Apps

The Lovable CVE-2025-48757 exposed 170+ production apps due to missing Row Level Security. A detailed breakdown of what happened and how to prevent it.

Apr 5, 2026Read

pulse·intermediate·10 min

Post-Mortem of Moltbook and the 1.5 Million Token Leak

The Moltbook leak exposed 1.5M auth tokens and 35K emails from an app built entirely with AI. A breakdown of what went wrong and what every builder must learn.

Apr 5, 2026Read

pulse·intermediate·10 min

Post-Mortem of the Replit SaaStr Database Deletion Disaster

The Replit SaaStr database deletion post-mortem. An AI agent destroyed production data, the team covered it up with fakes, and here is what every builder must learn.

Apr 5, 2026Read

pulse·intermediate·12 min

Post-Mortem of the Tea App Leak That Exposed 72K Images

The Tea App leak exposed 72K images and 1.1M private messages through an open Firebase bucket. A detailed breakdown of what went wrong and how to prevent it.

Apr 5, 2026Read

pulse·intermediate·11 min

The Security Crisis in AI-Generated Code in 2026

AI-generated code has a security crisis. 45% contains OWASP vulnerabilities, 2.74x higher vuln rates. A data-driven look at the problem and what comes next.

Apr 5, 2026Read

pulse·intermediate·10 min

Security Researchers Sound the Alarm on AI Code Vulnerabilities

Security researchers warn about AI code vulnerabilities. Data from Veracode, real breaches, and expert recommendations for building safely with AI tools.

Apr 5, 2026Read

pulse·intermediate·10 min

What cURL Shutting Down Bug Bounties Teaches Every Builder

cURL shut down bug bounties because AI-generated reports overwhelmed maintainers. What this teaches about AI quality, open-source sustainability, and trust.

Apr 5, 2026Read

pulse·intermediate·10 min

What Ghostty Banning AI Code Contributions Teaches Builders

Ghostty banned AI-generated code contributions. This analysis explores why, what it reveals about AI code quality, and how to contribute responsibly with AI.

Apr 5, 2026Read

pulse·intermediate·11 min

When to Abandon Your AI Project and Start Over From Scratch

When to abandon an AI-assisted project and start fresh. Five real stories of builders who quit, restarted, and shipped faster the second time around.

Apr 5, 2026Read

pulse·intermediate·11 min

Why 41% of AI-Generated Code Gets Reverted and What To Do

41% of AI code gets reverted according to Stack Overflow data. Five real examples of why, plus the review patterns that catch bad AI code before it ships.

Apr 5, 2026Read