QA Insights & Strategies

Explore our latest thoughts on quality assurance, testing strategies, and scaling engineering teams in the GenAI era.

April 7, 2026

Fire and Forget: Background AI Agents That Code While You Sleep | desplega.ai

Set up background AI coding agents that ship features overnight. Claude Code, Codex, and GitHub Copilot agent workflows for solopreneurs.

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April 7, 2026

Testcontainers: Stop Mocking Your Database — Spin Up the Real Thing in Your Tests | Desplega.ai

Learn how Testcontainers eliminates the mock-production gap with real Docker-based databases in your integration tests.

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March 26, 2026

The Shift-Left Scam: Why Your Developers Writing Tests Still Ship Production Bugs | desplega.ai

Shift-left became engineering dogma — but CTOs still drown in production incidents. Here's why developer tests are failing your quality strategy.

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March 24, 2026

The Compliance Testing Trap: Why Your SOC2 Audit Is Making Your Software Less Secure | desplega.ai

Your SOC2 badge helps close enterprise deals. It will not stop the breach that closes your company. Here is what the audit industry does not tell CTOs.

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December 9, 2025

Vibe Break - Chapter VIII: The GitHub Migration Protocol

Complete 1-hour migration guide from Lovable/Replit to GitHub. Learn CI/CD setup, testing with Vibe QA, and Claude Desktop integration for safe platform transitions.

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November 5, 2025

Vibe Break - Chapter VII: The Acceptance Protocol Anomaly

Vibecoding brings 126% productivity gains but 16 of 18 CTOs report production disasters. Learn strategic lightweight testing that protects revenue without killing velocity.

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October 23, 2025

Foundation Book V: The Handoff Zone

The handoff zone is where your business logic goes to die. Learn how to track and validate business flows across backend-frontend boundaries with Business-Use framework.

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August 25, 2025

Foundation Book IV: The Cost of Poor Quality

Understanding the true cost of poor quality in software development and how to measure and reduce it effectively.

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