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AI coding agents are getting very good at writing software. But there is a problem that becomes more important as they become more autonomous: How do you know the code actually came from the requireme
Have you ever wondered how Instagram almost immediately hits backs with the “Username already exists!” message when you try to create a new account? Lets make a quick estimate - Suppose the number of
All the below Research is performed using an agent z.ai and its models An empirical study comparing two skill design paradigms across 5 tasks and 4 LLMs — with real API calls, real results, and surpri
I built this because specs kept lying to me GitHub: Adaptive-Intent-Driven-Development There is a common belief that if we document our architecture well enough, the team will stay aligned. Its not
Rags on Codebases might seem to be a good idea at first, to some extent it is but the underlying trade offs tells a different story. A brief on how RAG works is: For more details on RAG there is a d
Spec-driven development (SDD) is currently one of the most talked-about approaches in AI-assisted software engineering. After extensively using it for my development purpose, The below is some stories
