BizStack Blog

A peer-reviewed state-of-the-art review of vibe coding assembles 17 months of empirical evidence and finds the productivity numbers contradict each other until you control for scope and time horizon.

Laravel Auditor is a free MIT-licensed dev package that equips Claude, Cursor, Codex, and other agents with a structured methodology for auditing Laravel 12 and 13 apps.

A study of 60,000 Google queries finds listicles still appear on 55% of SERPs, but publishers now outrank brands, and Reddit beats listicles on 92% of the same pages.

Three studies, including research from UPenn and Anthropic, find that heavy AI coding assistance leaves novice developers with an illusion of competence and measurably worse outcomes.

The GoLand team released Modern Go Guidelines, a free CLI plugin that teaches AI agents to write version-matched Go code from Go 1.0 through Go 1.27.

Gartner's 2026 Hype Cycle for Digital Marketing frames autonomous marketing around cost control and brand trust, not new tool capabilities. Here is what that means for operators.

A preliminary study tested six AI-generated web apps with and without security prompts. The security-aware versions had 24 confirmed issues versus 51, with zero Critical or High severity findings.

Microsoft AI Max went global, Meta's AI advisor recommends spending more on Meta, YouTube's view count definition changed, and ChatGPT ads hit 31 European markets with six agency holding groups controlling access.

A survey of 305 developers found AI coding tools drive workaholism and burnout, even as Stack Overflow data shows developer trust in AI accuracy has dropped to 29%.

After 4+ months on a complex project, a developer is proposing a 'Reflection' stage for AI coding agents that builds durable project memory from hard-won lessons.