Schema proliferation builds slowly and gets expensive fast. One schema per event type feels right until there are ten tables, union queries spanning all of them, and a single field rename touching every schema. Discriminator-based schema consolidation collapses that to two tables, turning multi-table unions into a single query, while new variants are additive and don't break existing consumers. By Spoorthi Basu

Live AI teammate for every tough sales conversation Discussion | Link

submitted by /u/Adventurous-Salt8514 [link] [留言]

A practitioner's guide to getting more value out of AI coding agents — drawn from a GitHub workshop on agent quality and token cost optimization.

A couple of months ago I made the zig parts of my game’s codebase hot reloadable. A few people have asked me about challenges and issues with doing that, so I wrote a blog post about it. Not a how-to tutorial, but rather “this is what I did”. Hoping it will be useful to someone trying to do the same thing :) submitted by /u/unvestigate [link] [留言]

There’s a moment in almost every usability session where a participant pauses at the login screen, types something, and glances up: checking whether they’re “doing it right.” That pause is a clear sign. They’ve already clocked that this isn’t a real app, and every data point collected after that moment is filtered through that awareness.

Sergiu Petean discusses the strategic journey of evolving DevOps into platform engineering within heavily regulated enterprise environments. He explains how to maximize efficiency using dynamic reference architectures, align platform KPIs directly with board-level business goals, reduce cognitive load via custom team topologies, and maintain innovation sovereignty through open-source technology. By Sergiu Petean

Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is...

On-brand presentations, generated in seconds Discussion | Link

IAM, DLP, and API gateways are necessary parts of an organization's security stack. None of them...

Over the weekend, I attended an event hosted by Cursor Kenya, bringing together developers, builders,...

Cake is still welcome. submitted by /u/Adept_Signature3352 [link] [留言]

Introduction Last week I was at Vueconf US. It's one of my favorite conferences and I try...

AI roleplays that turn reps into top performers Discussion | Link

A calm canvas for visual thinkers with messy minds Discussion | Link

Two stories landed in the same news cycle. Microsoft cancelled most internal Claude Code licenses....