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Guides, deep-dives, and articles on AI infrastructure, MLOps, and shipping to production.

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Gemini 4 Argon: What It Means for Your Team, and Where to Use It First
2026-10-18

Gemini 4 Argon: What It Means for Your Team, and Where to Use It First

Gemini 4 Argon is built to work for hours on one measurable problem. Here is what shipped, the real costs, and how to pilot it safely on your own backlog.

Balinder WaliaRead
Observability Is Not Optional: Make It a Business Standard
2026-10-08

Observability Is Not Optional: Make It a Business Standard

Why fragmented monitoring creates blind spots, duplicate spend, and slow incidents — and how to make centralised observability a non-negotiable company standard.

Balinder WaliaRead
WSL Vault for Compliance: One Tenant Never Opens Another’s Secrets
2026-10-07

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 WaliaRead
Workstation AI Shop: Promoting the AI Sales Storefront Through int → test → acc → prod
2026-10-06

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 WaliaRead
Ring Promoter vs Argo CD, Kargo and CI: Which Tool Answers Which Release Question
2026-10-05

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 WaliaRead
NVIDIA OpenShell: Secure Agent Runtime on Mac Studio and GPU Workstations
2026-10-05

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 WaliaRead
The Half-Built House: Why IT Projects Stall, and How to Get Them Moving Again
2026-10-04

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 WaliaRead
Stop paying for idle CI: GitLab Runners on Kubernetes
2026-09-29

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
2026-09-28

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
2026-09-25

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