Topic: LLMOps

All essays filed under "LLMOps".

• Reality of AI for Software Engineers: A Mid-2026 Check-In

  Updated: 19 Jul, 2026

  A software engineer's view of AI in mid-2026: what is real, what is distorted, where the pain is, and what needs to mature next.

• The Hidden Data Problem in Agentic AI Systems

  3 May, 2026

  AI systems do not just need data. They create data every time they run, and that changes how we design, debug, evaluate, and improve them.