#AI Coding
AI Speeds Up Coding, but PRs Get Stuck in CI — Linear Shaves Wait Time to 5 Minutes with Four Moves
Test suites grew 4x, but PR wait time only dropped by 1 minute — Linear's CI overhaul shifted the bottleneck from "writing" to "verifying," with a checklist of optimizations worth copying.
At a big company, nobody reads the code anymore
An engineer who just joined two weeks ago lays it bare: 12 hours a day hitting Enter, with specs, code, tests, PRDs, and tickets all generated by Claude Code. Nobody reads any of it.
ZCode Encrypted Package Uploaded to Alibaba Cloud, Users Unable to Decrypt
Zhipu's AI coding desktop client ZCode was caught in packet analysis: upon login, it silently bundles the entire workspace along with .git history into an encrypted archive, with the encryption key held exclusively in the cloud—every UI toggle proves useless.
Five Lessons from Startups Using Claude Code for Collaboration
Anthropic interviewed over a dozen fast-growing startups and distilled five operational rules for getting real value from Claude Code—from lawyers self-serving UI changes, to running 6,000 PRs in a single week.