5 min read
AI doesn't just scale execution. It scales ambiguity
A vague requirement used to cost a day of rework. With agents it can cost a plausible-looking pull request in minutes. Why problem framing, specification and evaluation are becoming one skill, and how to practise it.
Spec-DrivenRequirementsAI Agents
2 min read
EARS notation: writing requirements so AI doesn’t guess
EARS turns fuzzy ideas into testable requirements—especially useful when you rely on agents to implement features.
RequirementsEARSAI Agents
3 min read
Kiro and Spec-Driven Development: from vibe coding to viable code
Kiro turns prompts into EARS-style requirements, designs, and task plans—helping you move from “ideas” to shippable, verifiable code.
AI AgentsSpec-DrivenProductivity
