Daily Edition · Page 4

THE DAILY INDEX

Technology, AI, software, security, crypto and business

GENERAL

TLDR Web Dev

DROP EVERYTHING AND REVIEW

Software development has multiple feedback loops: the inner loop (immediate feedback from tools), the middle loop (code reviews), and the outer loop (deployment and system-level testing). Code review often gets delayed, unnecessarily inflating the middle loop which leads to slower deployment. This author advocates for code reviews to be the top priority for teams after any urgent production issues so that teams can keep shipping at a smooth pace.

DEVELOPING RAPIDLY WITH GENERATIVE AI

Discord builds products with generative AI quickly by identifying suitable use cases early and then prototyping with off-the-shelf LLMs. It evaluates prompts deeply before deploying at scale. Discord leans towards using off-the-shelf LLMs before thinking about using self-hosted ones because it saves engineering resources. Often, if the target problem can't be solved with GPT-4, then it probably can't be solved yet with generative AI at all.

TLDR IndexPage 4