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AI इन्फ्रास्ट्रक्चर, MLOps, GPU क्लस्टर और एजेंट्स के साथ निर्माण पर गहन विश्लेषण।
Sizing and Securing Offline-First AI Workstations for Law Firms: GPU Memory Maths, Isolation Options and a Staging Checklist
VRAM and KV-cache arithmetic per tier, a review of a real first quote, TPM-bound encryption with unattended restart, offline patching and model updat…
13 min readऔर पढ़ें
Inside a 32-GPU HGX B300 AI Factory: Compal SGX30-2 Nodes, a Rail-Optimised 800G Fabric and the Workflows It Runs
Bill of materials, node architecture, four networks, the software stack, model-sizing maths and the acceptance tests we run before handover
14 min readऔर पढ़ें
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 readऔर पढ़ें
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 readऔर पढ़ें
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 readऔर पढ़ें
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 readऔर पढ़ें
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 readऔर पढ़ें
