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July 11, 2026· ~5 min readLLM Observability and Eval-Driven Development LLMs are probabilistic systems. Unlike a REST API that returns the same output for the same input every time, an LLM call can drift, degrade, or hall
July 11, 2026· ~4 min readLLM Runtime Monitoring: OpenTelemetry GenAI and Production Debugging LLM applications introduce new failure modes. A 200 OK response can hide a hallucination, a degraded prompt template can silently reduce quality, and
June 14, 2026· ~10 min readThe CNCF Cloud Native Landscape: A Graph Analysis # The CNCF Cloud Native Landscape: A Graph Analysis The CNCF Cloud Native Interactive Landscape tracks over 1,300 projects across the cloud native e
June 12, 2026· ~9 min readDevOps in the Age of AI: Why Loops Are Mission Critical<img src="/images/diagrams/devops-loops-ai.svg" alt="Three mission-critical DevOps loops in the age of AI: Incident, Deployment, and Optimization, con
September 15, 2026· ~4 min readYour Post-Deploy Health Check Is a Cold-Start Lie The error was unambiguous: the deploy's health check *failed*. ```text Error: Health check — exit code 28 ``` Exit code 28 is curl's `CURLE_OPERATI