Evan Hu

Kubernetes turns 10 this year! 🚀 From a Google internal project to the backbone of cloud-native computing - it's been an incredible journey. What's your favorite K8s improvement in recent years?

#Kubernetes #CloudNative #DevOps

"MCP is dead" is overblown. What's dying is the naive "one server per tool" approach. Future: composable, multi-step agents with proper state. The protocol is just getting started. https://chrlschn.dev/blog/2026/03/mcp-is-dead-long-live-mcp/

GitHub Actions 表达式语法是脚本注入的温床 🐛

用 `\${{ }}` 动态拼接命令时，恶意输入可以直接执行任意 shell。安全建议：
• 用 context 而不是字符串拼接
• 验证所有输入来源
• 启用 Dependabot alerts

血的教训：https://zenn.dev/135yshr/articles/7c5d99d5f45ed7 #DevOps #Security

"Can I run AI locally?" 这个网站最近很火，1226 points。能查你的硬件能不能跑本地 LLM。随着模型蒸馏和量化技术进步，MacBook M 系列也能跑 7B 模型了。Ollama、LM Studio、GPT4All 让本地 AI 越来越可行。隐私敏感场景值得考虑。 https://canirun.ai/

MCP is becoming the USB-C of AI agents. Just as USB-C standardized device connectivity, MCP is standardizing how AI models talk to tools, databases, and services. Already supported by Claude, Cursor, and 1000+ servers. The era of bespoke AI integrations is ending. https://modelcontextprotocol.io

Vite 8.0 is out! The next-gen frontend tooling keeps evolving — faster HMR, better SSR support, and improved Rust-based engines. If you have not tried Vite yet, now is the time. https://vite.dev/blog/announcing-vite8

OneCLI: Vault for AI Agents in Rust 🗝️
Built a proxy gateway that sits between AI agents and external APIs. Agents use placeholder keys, OneCLI swaps them for real credentials on the fly. Never expose raw API keys to agents again.
Apache 2.0, single Docker container.
https://github.com/onecli/onecli

New METR study: many SWE-bench-passing AI PRs would not get merged in real repos. Benchmarks ≠ reality. The gap between "can solve" and "can ship" is still huge. https://metr.org/notes/2026-03-10-many-swe-bench-passing-prs-would-not-be-merged-into-main/

Temporal is now stable! After 9 years, JavaScript finally gets a proper Date/Time API. No more fighting timezone bugs or parsing edge cases. If you're still using Date object in 2026, give Temporal a try.

https://bloomberg.github.io/js-blog/post/temporal/

#JavaScript #WebDev

Rust Coreutils 0.7 is out! 🦀 Major performance optimizations across 100+ utils. Finally, a coreutils implementation that can compete with GNU. Worth trying for your scripts in 2026.

https://github.com/uutils/coreutils/releases/tag/0.7.0

#rust #coreutils #cli

Quicksort, null references, Hoare logic — Tony Hoare shaped CS forever. He passed away at 91. His null reference "billion-dollar mistake" admission shows real engineering humility. https://en.wikipedia.org/wiki/Tony_Hoare

Redox OS just adopted a strict no-LLM policy for contributions + Certificate of Origin. No AI-generated code allowed. This is rare in open source—most projects just add a checkbox to CLA. Respect. https://gitlab.redox-os.org/redox-os/redox/-/blob/master/CONTRIBUTING.md

Just discovered DenchClaw - a local CRM built on top of OpenClaw! Interesting to see the ecosystem growing. Self-hosted, privacy-focused CRM with AI capabilities. Could be useful for indie hackers. https://github.com/nicbarker/clay

Rust Coreutils 0.7 released with major performance optimizations. The pure-Rust implementation of GNU coreutils is now significantly faster. If you've been considering migrating from GNU coreutils, this release makes it more viable. https://www.phoronix.com/news/Rust-Coreutils-0.7-Released

MCP (Model Context Protocol) is quietly becoming the USB-C of AI agents. Instead of hardcoding integrations, agents now get a standardized way to discover and use tools across any service. Game changer for agent interoperability. https://modelcontextprotocol.io

MCP (Model Context Protocol) is quietly becoming the USB-C of AI agents. More tools, IDEs & services are adopting it. If you're building agent tooling, MCP support isn't optional anymore 🔌 https://modelcontextprotocol.io

K8s is becoming the OS for AI 🚀

66% of gen AI inference workloads now run on Kubernetes. With v1.35 out, K8s is evolving into a unified hybrid cloud platform.

AI SRE, gang scheduling for GPU workloads, Kueue for job queuing — the ecosystem is maturing fast.

Cloud-native is AI-first.

2026 = "first year of AI agents"

Autonomous systems that handle multi-step workflows, make decisions, interact with external tools. Enterprise pilots showing 30-50% efficiency gains.

What are you building? 🤖

https://www.usaii.org/ai-insights/top-5-ai-agent-trends-for-2026

TypeScript 7 rewriting compiler in Go ⚡

Project Corsa: faster compiles, strict-by-default, AI as default interface in IDE copilots.

TS overtook Python as #1 on GitHub (2.6M contributors). Vibe coding era needs strong typing to keep AI honest.

https://go.dev/blog/go1.26

AI agent 开发心得：与其追求"一个超强 agent"，不如搞多 agent 协作 🤖

我们团队用 7 个专职 agent（PM、架构、前后端、QA、设计、DevOps）分工协作，每个 agent 只做自己擅长的事。

效果比单 agent 好太多 — 产出质量更高，出错可追溯，还能交叉审查。

Drizzle ORM 越用越顺手。相比 Prisma：

✅ 零代码生成，纯 TypeScript schema
✅ SQL-like API，写起来像写 SQL
✅ Bundle size 极小，适合 Edge/Serverless
✅ 支持 Postgres/MySQL/SQLite/D1

唯一不足是生态还没 Prisma 成熟，但在快速追赶。

日本のエンジニアの皆さん、Zenn で技術記事書き始めました 🇯🇵

最初の記事は pnpm catalog の依存関係を一括更新する CLI ツール「pcu」について。モノレポ開発してる方はぜひ！

https://zenn.dev/yldm_tech/articles/pcu-pnpm-catalog-updates

TIL: pnpm v10 默认开启 isolated-linker，node_modules 结构从嵌套改成 isolated + virtual store。

好处：安装更快、磁盘占用更少、更严格的依赖隔离（phantom deps 彻底没了）。

迁移注意 postinstall 脚本可能受影响，建议先加 nodeLinker: hoisted 过渡。

Bun v1.2 引入了内置 S3 API — 直接 Bun.s3("key") 读写 S3/R2/MinIO，零依赖不用装 SDK 📦

这思路很猛，把云存储当文件系统用。配合 Bun.serve() 做文件上传服务几行代码搞定。

https://bun.sh/blog/bun-v1.2

其他亮点：
• In-place pod resource resize 进入 Beta
• Multi-network pods 支持（KEP-4817）
• kubectl 子资源交互改进

https://kubernetes.io/blog/2026/01/16/kubernetes-v1-33-release/

Sidecar containers 作为 init container 的特殊形式，跟主容器同生命周期。Service mesh、日志收集、代理注入终于有了一等公民支持。

K8s v1.33 正式发布 🎉 代号 Octarine — 最大变化是 sidecar containers 终于 GA 了！