If Every Idea Becomes a Ticket, Backlog Discipline Wins
excerpt: When AI turns ideas into tickets in seconds, the advantage is not more backlog. It is filtering, validating, and prioritizing what matters.
Practical insights on Laravel, AI-assisted development, and modern engineering process.
excerpt: When AI turns ideas into tickets in seconds, the advantage is not more backlog. It is filtering, validating, and prioritizing what matters.
AI makes output cheaper and faster, but speed alone is not progress. The winners in the AI era will measure value, not just volume.
Not because Agile was wrong. Because AI just made the cycle time collapse, and most teams have not caught up yet.
A smaller example of how a simple contract catches logic mistakes that vague prompts and passing tests miss.
The AI agent mirrors what it finds in your codebase. Here are the four patterns I address first before bringing any AI agent into a project.