Ai Notes
Collection of software development notes related to ai.
Get Reliable LLM Results: Make It Write Scripts, Not Answers
LLMs give inconsistent, unreliable answers when asked to analyse data directly. Ask them to write a script instead for repeatable, verifiable results. Includes a concrete log-analysis example.
Software Engineering Is About Trade-Offs, Not Shipping Code
Why your value as a software engineer isn't how fast you ship code but your ability to understand trade-offs and risk. With AI accelerating code generation, this skill matters more than ever.