QA Insights & Strategies
Explore our latest thoughts on quality assurance, testing strategies, and scaling engineering teams in the GenAI era.
Level Up Your AI Agents: Persistent Memory Layers for Scalable Test Infrastructure
Build persistent memory for AI test agents with TypeScript, Postgres, pgvector, Redis, and Playwright-safe retrieval patterns.
Configuring Cursor with MCP for a Reliable Local Vibe Coding Workflow
Configure Cursor with MCP servers, guardrails, and debugging scripts so your vibe coding loop can safely use local project context.
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.
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.
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.
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.
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.
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.