The article is gold. my takeaways:
As a solo developer:
1. Before opening a PR, run a handful of internal skills and verification steps (tests, builds, diff reduction, end-to-end checks, UI vs design guidelines, etc.).
2. Run an AI review on every pull request using a new agent with fresh context focused on the diff.
As a team:
3. Define risk tiers and classifiers based on the change, not the author. One classifier sets the risk level; another checks whether extra approval is still required even if the tier doesn’t call for it. Some paths always need another approval (sensitive code flagged by owners, CI workflow files, etc.).
4. Ask Claude to generate a mini explainer of the change. It’s faster and more useful for understanding context than reading every line of a trivial diff.
5. With agents it’s cheap to start new work — but sometimes you shouldn’t. That’s another reason for keeping humans in the loop beyond just security and ownership.
"When you think Tim McGraw, I hope you think of me..." 🎶 We're thinking of 16-year-old Taylor Swift before she released her self-titled debut album! 🦋 #20YearsofTaylorSwift
🔗 Full interview: https://t.co/QWA1HdVMZA
i also would like to give @lizasoberano all the flowers kasi we all know she’s a great actress, but she’s so great at dubbing too. ilang beses ako napa “wow” lalo na ung confrontation scene nila ni jo😩🫶
ang ganda ganda ng forgotten island pls 😭🫶 animation, story, score, soundtrack - everything slaps! like whoaaa. yall better watch and support! #forgottenisland
spent too much time at work using my brain cells that I just wanna spend my weekend lying in bed and scrolling endlessly. some people say that it’s “a waste of time”, I call that corporate trauma recovery.
📢 PH Wannikkos & ReVeluvs 📢
We’re opening an Interest Check Survey for WENDY's 2nd Solo Concert Tour✨🩵
📝 Survey Link: https://t.co/UMYC0yMTQc
🎯 2,500 - 3,000 Respondents
This will be officially submitted ASAP and will help us take the next steps.
Pahuwein natin si Wendy sa Manila! 🇵🇭🩵🫶🏻
Rhaenyra is the most interesting character on television right now she’s a cheater, a bisexual, a fake socialist, a dead beat sister, going through religious psychosis, facing bottom allegations, kind of deported her girlfriend, I love her