Tagged: software-reliability

3 articles tagged "software-reliability", published in 2025. All of them sit under AI Engineering.

Scaling AI-Assisted Development: From Startup to Enterprise

Dipankar Sarkar explains how to scale AI-assisted development from small teams to enterprise. The Pivot Point framework for knowing when informal practices break.

Oct 22, 2025 8 min read

AI Engineering

Invariants in AI-Generated Code: What LLMs Can't Infer

Dipankar Sarkar explains why unwritten invariants are the primary source of AI-generated defects. How to make implicit constraints explicit for production-ready AI-assisted development.

Aug 28, 2025 8 min read

AI Engineering

Production-Ready AI-Assisted Development: The Vibes Inside Guardrails Framework

Dipankar Sarkar explains how to use AI code generation in production systems. The Vibes Inside Guardrails framework for capturing AI productivity while maintaining reliability.

Jul 14, 2025 7 min read