artificial intelligence

Spec-Driven Development with Spec Kit In this post we are going to see what Spec-Driven development is and how GitHub’s Spec Kit makes it easy to get started. What is Spec-Driven Development (SDD) Executable Specifications: Reverses the traditional “code is king” model by treating natural language specifications as the primary source of truth that directly generates implementation, rather than just serving as passive documentation. Constitutional Governance: Enforces immutable project principles through a “Constitution” that establishes non-negotiable rules before any coding begins....

Turning the Knobs of LLM Text Generation Ever wonder how much control you actually have over the text an LLM produces? In this post, we will look at three simple but powerful knobs you can tweak to push a model toward more deterministic output or toward something more creative. We are talking about top_k, top_p and temperature. But before describing them, we need to understand the two main behaviors we can get from an LLM when it is sampling tokens:...