Insights & Guides
Articles
Deep dives on AI infrastructure, MLOps, GPU clusters, and building with agents.
Technote: OpsAPI Single Sign-On for Java, PHP, Python, Rust and Go Apps, with Zero-Trust Admin Access
The request path, the sign-in contract with real Java, PHP, Python, Rust and Go code, configuration, zero-trust admin access, testing and lessons lea…
23 min readRead more
An IP Allowlist Isn't a Login: VPN Edges, DNS Failover and OpsAPI SSO for Lower Environments
AllowedIPs and hub NAT for every failover edge, the OpsAPI hosted sign-in contract, silent SSO, and a test plan
15 min readRead more
An IP Allowlist Is Not a VPN Check: Zero Trust Access Profiles with wslvpn and WSLProxy
Zero Trust access profiles with wslvpn and WSLProxy: CIDR, identity, fail-closed behaviour and debug headers
15 min readRead more
Gemini 4 Argon in Practice: API Changes, Costs and Ten Long-Horizon Workflows
Workstation engineering guide: 1M unified window, long decode, thinking levels, Argon + Flash orchestration, cost model, safety, and ten worked workf…
16 min readRead more
Big Prometheus at Scale: Pros, Cons, and a MoSCoW Map of Observability Tools
Workstation rewrite of the Big Prometheus problem space: Thanos, Cortex/Mimir, VictoriaMetrics, M3/Chronosphere — plus MoSCoW across OTEL, Grafana, S…
6 min readRead more
WSL Vault Technical Deep Dive: Zero-Trust Secrets, Dual Control, MFA & Multi-Region HA
Technical deep dive: envelope hierarchy, dual-control workflows, MFA, leases, active/active multi-region HA, feature tours, and presentation chapters
5 min readRead more
Workstation AI Shop on Ring Promoter: Orbit, Version-Verified Health and the Path from INT to PROD
Technical guide: shop Helm/CI mapping, Orbit semantics, version-verified health for the AI agent, secrets per ring, promote API, and a production che…
6 min readRead more
