Quality Engineering
AI Agents and the Microservices Testing Gap
How explicit service contracts and integration checks can help teams evaluate agent-generated changes.
Security
Reporting and analysis on security debt, enterprise defence, and the operational trade-offs that shape resilient systems
Quality Engineering
The Hallucination Debt in AI-Generated Tests
AI-generated tests can reference nonexistent packages or stale APIs. What the evidence says, and does not say, about the causes....
Security
The Financial Toll of Security Debt: A Growing Concern
Security debt is no metaphor. Delayed patching and underfunded remediation are turning cyber risk into a measurable balance-sheet liability.
Security
AI-Driven Threat Detection in Enterprise Networks
How to evaluate AI-assisted threat detection alongside established security controls.
Security
The invisible shield: DNS as cybersecurity's first line
How DNS filtering can help block malicious destinations and where its coverage depends on configuration.