Blog
Vibe Coding in Companies: From AI Prototypes to Production-Ready Software
Vibe coding accelerates prototypes, but without architecture, reviews, and ownership it quickly becomes a production risk for growing teams.
Spec-Driven Development for AI Coding: From Prompt to Reliable Software
Spec-driven development makes AI coding more reliable by turning requirements, constraints, and acceptance criteria into the control layer.
LLM Observability With OpenTelemetry: Operating AI Features Measurably
LLM observability with OpenTelemetry makes cost, latency and failures in AI features visible before they hurt product quality and support.
AI Agent Observability for Software Teams: Making Traces, Cost and Quality Visible
AI Agent Observability makes tool calls, model costs and quality risks visible. What growing software teams should clarify before production use.
Non-Human Identities for AI Agents: IAM for Growing Teams
Non-human identities secure AI agents and automation. What teams should clarify around roles, secrets, audit logs, and ownership.
Post-Quantum Cryptography for Software Companies: Migration Without Panic
Post-quantum cryptography is becoming concrete through NIST standards and Google's 2029 target. What software teams should clarify now.