Practical articles from Netspare on hosting, servers, security, and modern web operations.
FeaturedAI & automation
Retrieval-augmented generation reduces hallucinations only when your chunking, metadata, and re-ranking match the questions users actually ask.
Netspare Team
Apr 1, 2026
AI & automationMar 31, 2026
One-off firefighting belongs in a runbook first; repeated drift belongs in version-controlled playbooks with clear rollback. Learn the middle ground.
AI & automationMar 26, 2026
Generative AI in real products needs token budgets, caching, fallbacks, and strict policies on what may leave your perimeter. This is an operations-focused checklist.
AI & automationMar 25, 2026
Copilot-style tools accelerate delivery but shift risk: accidental secret exposure, license ambiguity, and weaker human review. Governance turns speed into sustainable velocity.
