Workstation 部落格
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關於 AI 基礎設施、MLOps、模型以及上線生產的實操指南。
WSL Vault for Compliance: One Tenant Never Opens Another’s Secrets
How WSL Vault keeps app, team, and environment tenants cryptographically isolated — so a stolen root-style token cannot empty the estate — and why dual-tenant control beats secrets sprawl.
Balinder Walia閱讀 
Workstation AI Shop: Promoting the AI Sales Storefront Through int → test → acc → prod
Workstation AI Shop sells GPU machines with a fully autonomous AI Sales Agent that configures the basket. See how Ring Promoter moves each build through int → test → acc → prod — with Orbit screenshots release engineers and stakeholders share.
Balinder Walia閱讀 
Ring Promoter vs Argo CD, Kargo and CI: Which Tool Answers Which Release Question
Argo CD syncs, CI builds, Ring Promoter promotes. A fact-checked look at the comparison, its honest limits, which tool fits, and how to record the choice as an ADR.
Balinder Walia閱讀 
NVIDIA OpenShell: Secure Agent Runtime on Mac Studio and GPU Workstations
NVIDIA OpenShell governs autonomous agents with sandboxes, policy, and credential isolation. Workstation explains how to run it on Mac Studio (Apple GPU host inference) and on Linux with NVIDIA --gpu.
Balinder Walia閱讀 
The Half-Built House: Why IT Projects Stall, and How to Get Them Moving Again
Why IT projects get stuck between 'nearly done' and 'live', and a simple way out: the house analogy, MoSCoW, a stakeholder vote, clear options and a deadline. Plus how to use AI with non-technical stakeholders.
Balinder Walia閱讀 
停止為閒置的 CI 付費：在 Kubernetes 上執行 GitLab Runners
大多數團隊為 CI 付費的方式，彷彿每個夜晚仍是週一清晨。部署在 Kubernetes 上的 GitLab Runners 顛覆了這一現狀：使用臨時作業 Pod，負載時自動擴容，空閒時自動縮容。
Balinder Walia閱讀 
How We Protected the Payments Secure FinTech App with WSLProxy Edge, an Open-Source API Gateway
How we put WSLProxy Edge, our open-source API gateway, in front of Payments Secure (payments-secure.fictionally.org): real-IP checks, scanner detection, login throttling and audit logs, rolled out safely in audit mode.
Balinder Walia閱讀 
Claude Code Routines：定時雲端智慧體、子例程與協同例程
Claude Code Routines 可按計劃、透過 API 或在 GitHub 事件發生時，在 Anthropic 雲端執行已儲存的智慧體任務。本文介紹其工作原理、設定方法以及如何將它們串聯起來。
Balinder Walia閱讀 
