Byron Cabrera

Category: AI/LLM

  • DevLog+: Building a Personal Learning Engine

    AI use within software development is no longer a fringe experiment — it is the default mode of operation. Stack Overflow’s 2025 Developer Survey found that 84% of developers are already using or actively planning to use AI tools in their workflow — up from 76% the year prior. The…

  • Building a Quality Flywheel for LLM Applications

    Context Whenever you work on agentic applications you need to be able to navigate non-deterministic behavior by building against samples of positive data. This lets you test whether your application works as expected under known scenarios. This is harder than it sounds. Your initial dataset may not cover cases you…