Blog | Hokstad Consulting

LLM API Pricing: OpenAI, Azure, AWS, Google Compare

September 08, 2026 Cloud Optimization Cost Management DevOps Management

Measure LLM costs by real workloads - prompt size, output, cache and cloud fees usually decide the monthly bill.

September 08, 2026

Assess how prepared your organisation is for AI across strategy, data, tech, governance, skills, and change management.

September 07, 2026 DevOps Management Cloud Optimization Performance

Compare 10 cloud SLA monitoring tools by uptime checks, alerting, latency views and pricing to find the right fit for your DevOps team.

September 07, 2026 DevOps Management Compliance Management Cost Management

Match CI/CD tools to your stack, hosting, compliance and budget—use a scorecard, shortlist 2–4, and validate with a PoC.

September 06, 2026 DevOps Management Cloud Optimization Compliance Management

Send Azure DevOps audit logs to Sentinel for longer retention, alerts and joined investigations; compare ingestion paths and setup checks.

September 05, 2026 Cloud Computing Compliance Management Cost Management Data Protection

Decide per-tenant or shared KMS keys, enforce tenant_id in every crypto call, separate admin/runtime, tag, rotate and monitor costs.

September 05, 2026 DevOps Management API Security Compliance Management

Build-time SBOMs show package composition; KBOMs map live Kubernetes workloads—use both for audits, governance and fast incident triage.

September 04, 2026 Compliance Management Automation DevOps Management

No single tool secures hybrid cloud — combine policy-as-code, IaC, CSPM, SIEM, evidence automation to prevent, detect and prove compliance.

September 04, 2026 Disaster Recovery Cloud Optimization DevOps Management

Compare active-active and active-passive multi-cloud Kubernetes: cost, RTO/RPO, data consistency and team impact for UK organisations.

September 03, 2026 Cloud Optimization Cost Management DevOps Management

Compare trend, seasonality, release-driven and AI forecasting to keep cloud spend within actionable error ranges.

September 02, 2026 DevOps Management Cloud Optimization Performance

Instrument Kubernetes with OpenTelemetry: six end-to-end tracing patterns, propagation rules, Collector options and common break points.

September 02, 2026 Compliance Management Data Protection Disaster Recovery

Assess cloud vendors: classify services, verify security and resilience, set contract rights, define control ownership and plan exit.