Engineering writing from SHUKE Labs — each project tells its own story.https://shukelabs.com/https://shukelabs.com/blog/article-3-idea-pipeline/https://shukelabs.com/blog/article-3-idea-pipeline/This week the site grew a public idea box — and an AI auditor that judges each submission, writes back a verdict you can read, and files the good ones as work. Here's how it's built, and the one line we didn't cross.Mon, 20 Jul 2026 00:00:00 GMThttps://shukelabs.com/blog/manifesto-why-this-blog/https://shukelabs.com/blog/manifesto-why-this-blog/The engineering notebook of SHUKE-LABS — the reasoning behind what we build, wrong turns included.Sat, 18 Jul 2026 00:00:00 GMThttps://shukelabs.com/blog/thesis-2-labels-gate/https://shukelabs.com/blog/thesis-2-labels-gate/Thesis #2 — how ready / blocked / assigned_to turn a ticket's state into the gate a delivery agent obeys.Sat, 18 Jul 2026 00:00:00 GMThttps://shukelabs.com/blog/thesis-1-explore-membrane/https://shukelabs.com/blog/thesis-1-explore-membrane/Thesis #1 — explore, and why the ticket is the membrane between a fuzzy idea and clean delivery.Sat, 18 Jul 2026 00:00:00 GMThttps://shukelabs.com/blog/chronicle-xiaoqing/https://shukelabs.com/blog/chronicle-xiaoqing/A history written together by shuke and her agent colleagues (2026-05-24 ~ 07-17), set down by Xiaoqing.Fri, 17 Jul 2026 00:00:00 GMThttps://shukelabs.com/blog/article-1-why-my-ai-team/https://shukelabs.com/blog/article-1-why-my-ai-team/How a handful of dotfiles grew into an agent team: motives, early history, and the design choices that stuck.Thu, 16 Jul 2026 00:00:00 GMThttps://shukelabs.com/blog/article-2-dogfooding-my-ai-team/https://shukelabs.com/blog/article-2-dogfooding-my-ai-team/A self‑bootstrapping tale: how the agent roster defined the repo and then wrote most of the code that defines them.Thu, 16 Jul 2026 00:00:00 GMThttps://shukelabs.com/blog/chronicle-prologue-dotfiles/https://shukelabs.com/blog/chronicle-prologue-dotfiles/A chronicle prequel: the week my-ai-team quietly took shape inside a dotfiles repo, before it was ever spun out on its own.Sun, 17 May 2026 00:00:00 GMT