AI and machine learning for software engineers — practical applications, architecture patterns, and honest assessment of what works.
A manager discovered AI and made it his answer to everything. $1.3 million, 47 database crashes, and 3,000 pages of useless docs later, only Janet from QA survived—saying exactly what she'd said since 2017.
Software used to be something you wrote. Now it's something you negotiate with. AI-native architectures replace traditional request-response patterns with autonomous agents, intent-driven orchestration, and systems that learn while they run. Here's what that actually looks like in practice.
A developer's survival story from the AI panic of 2024-2025. Discover the truth about AI in programming, testing, and why human skills still matter.
