ItBytes Publications

AI-Assisted Development in Regulated Environments: A 47-Day Case Study

Empirical data on AI-assisted development cost savings in a CMS-regulated environment. 632x ROI documented.

May 2026

Responsible Development with AI: What Nobody Tells You

Five principles of responsible AI development. Governance frameworks, real failure analysis, and the self-correcting system that makes AI-generated code production-worthy.

May 2026

AI Agent Workflow Violations: A Daily Pattern

Analysis of AI agent behavior patterns that violate established workflows, and how governance rules create self-correcting systems.

May 2026

When AI Locks You Out: Building a Full-Stack Application in One Session

Real-world pitfalls of AI-assisted development — cascading failures, CSP violations, and lessons learned from production incidents.

May 2026

From Single-Cloud to Multi-Cloud: Migrating AWS-Only Infrastructure

Practical guide to migrating AWS-native applications to a multi-cloud architecture spanning AWS, Azure, and GCP.

May 2026

AI Guardrails Don't Work: Evidence from 30 Days of Production Failures

Every configured guardrail failed at least once. One failure permanently destroyed access to a cloud infrastructure account. The industry's approach to AI safety in dev tooling is fundamentally inadequate.

June 2026