The Workstation Blog
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Hands-on guides to AI infrastructure, MLOps, models, and shipping to production.
Monitoring with Smart Plugs and Prometheus
Setting up Smart Plugs with Tasmota and Prometheus As a DIY electronics enthusiast, you're likely familiar with home automation and monitoring. In this…
Stop paying for idle CI: GitLab Runners on Kubernetes
Most teams pay for CI as if every night were still Monday morning. GitLab Runners on Kubernetes flip that: ephemeral job pods, scale up under load, scale down when quiet.
Balinder WaliaRead 
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 WaliaRead 
Claude Code Routines: Scheduled Cloud Agents, Sub-Routines and Co-Routines
Claude Code Routines run saved agent tasks on Anthropic's cloud on a schedule, via API or on GitHub events. How they work, how to set one up, and how to chain them.
Balinder WaliaRead 
Ring Promoter v1.0.2 — Rings, Orbit and Lanes Side by Side
Ring Promoter v1.0.2 ships Orbit and Lanes side by side — pause on Orbit for the fleet, flip to Lanes when you need the matrix.
Balinder WaliaRead 
Misaligned Models
The Problem of Model Misalignment Misaligned models refer to large language models that perform poorly when presented with new and previously unseen cases [1]…
WSLVault: Why AI Agents Need Cryptographic Secrets Isolation
AI agents use secrets at machine speed across tools and tenants. WSLVault seals per tenant so a shared platform never leaks another team's plaintext.
Balinder WaliaRead 
