QA Insights & Strategies
Explore our latest thoughts on quality assurance, testing strategies, and scaling engineering teams in the GenAI era.
I Spent a Year Building Agent Memory on Knowledge Graphs: 5 Mistakes to Avoid in Your Test Infrastructure
A Level Up guide to agent memory infrastructure: what knowledge graphs help with, where teams overbuild, and how to keep AI testing systems reliable in production.
Advanced Sinon.js: Architecting Resilient Test Spies, Stubs, and Mocks in Modern JS Suites
Build resilient Sinon.js spies, stubs, and mocks for modern JavaScript suites without leaking state or overfitting tests.
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.