Agent Sandbox — K8s orchestration for AI agent runtimes
I recently ran into a Kubernetes SIG project: Agent Sandbox (kubernetes-sigs/agent-sandbox) The name says Agent, so it’s easy to mistake for another prompt / multi-agent framework. It isn’t — it’s lower-level and ops-shaped: a declarative API on Kubernetes for singleton, stateful, isolated sandbox runtimes, especially when an AI agent needs to run code you wouldn’t trust on the host Repo: https://github.com/kubernetes-sigs/agent-sandbox Docs: https://agent-sandbox.sigs.k8s.io
Read moreCiliKube 1.0.0: AI Navigates, the Console Remains the Source of Truth
Long time no see — hope you’ve been well, take care of yourself July is almost gone; it’s been raining every day in Shenzhen and I’m still adjusting. How’s the weather on your side? CiliKube ships a new release About a year ago I posted a WeChat intro to CiliKube UI was still Vue3 + Element Plus then, no public demo yet, and the piece promised RBAC, monitoring, logs for later — looking back the tone was pretty loud; I probably wouldn’t call anything a “lifesaving tool” again One line I still stand by: I’d rather ship something you can click than only talk methodology A year of moving to Shenzhen and messy life later, CiliKube kept pace with the AI wave and caught up on quite a bit: Frontend moved to React; runs in the browser and as Windows / macOS / Linux desktop; some of what used to sit in the roadmap is here; more importantly — after login you land on the AI workspace first, the resource console is still there, just no longer the only door
Read moreA Weekend Facelift for the Blog
Writing a blog isn’t quite the same as writing a diary — I do both, and I’ve been thinking about the difference lately. A diary is for yourself. It can be messy, free-wheeling, whatever you feel like writing. A blog should be a bit more intentional. Plenty of my older posts read like diary entries too, which isn’t wrong — but it’s better to have a point or a theme. Otherwise people finish reading and still don’t know what you were trying to say, walk away with nothing, and may not come back. Nobody wants to read a blog that goes nowhere. Content matters most. But so does making it easy for someone to sit down and actually read. That’s why this blog has stayed fairly plain and simple. Over the weekend, I decided to add a few things that felt necessary.
Read moreWill AI Make Our Work Easier?
Since last year, every company of any size has been pushing hard to weave AI into daily work — programmers especially. Whether you’re on the front end or the back end, “using AI to boost efficiency” has become a hard metric. From measuring who uses AI the most, to who uses it best, to handing work over to AI entirely — it all came a little too fast. The rules change every week and every month. But as an employee, is your actual, effective output really several times greater than before? That remains to be proven. Has AI really made things easier? Hard to say!
Read moreOne Month in Shenzhen
In the blink of an eye, it’s already been a month since I moved from Chengdu to Shenzhen. Work and life have finally settled into place, so while things are quiet over this Dragon Boat Festival, I wanted to write down how I’ve been feeling. Also, an early Happy Dragon Boat Festival to everyone!
Read moreThe Start of a New Career
In the blink of an eye, the May Day holiday has passed. Recently, I’ve been organizing my work handover matters, which also serves as a summary of my past. Then I’ve been gradually packing up things at home — moving is really exhausting, with so many things to reorganize and repack. Lately, my evenings after work have all been spent on this.
Read moreHealth is Real Wealth
Because my body is still relatively young and generally free from illness, I often talk about health being a blessing, but I haven’t truly understood how profound that meaning is. Until recently, when I accompanied family members to the hospital, the place was absolutely packed with people. Seeing so many patients suffering from various illnesses – their demeanor and expressions – I realized that in a hospital, nothing is more important than health.
Read moreProgrammer's Sudden Death: Will Our Next Generation Face the Same Fate?
“Base salary of 3,000 yuan, 24-hour standby” – A 32-year-old programmer died suddenly on a weekend. When I saw this news, my heart felt heavy. Such a young life lost just like that – it’s truly heartbreaking. I saw that his wife would message him every day asking when he’d be coming home. The news reports say the earliest he’d return was close to 9:30 PM each night!
Read moreAnother Year Has Passed
In the blink of an eye, it passed by without even having time to say a proper goodbye, and we’ve welcomed a new year. I think I should take some time to reflect and look ahead.
Read moreAlways Ask Why
We’ve all been taught since childhood by parents and teachers to always ask “why” about everything, but when we become adults, do we really practice this?
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