A fact-checked playbook for right-sizing Azure landing zone hub services — firewall SKUs, VPN gateways, Log Analytics commitment tiers — with real Malaysia West pricing.
The LLM market split into two clear tiers in mid-2026: frontier reasoning models and high-throughput workhorses. Here's how Malaysian enterprises should pick the right one for each workload.
80% of AI GPU spend is now inference, not training. Here's the layered optimization playbook — quantization, KV cache compression, continuous batching, speculative decoding, and prompt caching — that delivers 10x cost reductions for Malaysian enterprises.
Most agent pilots fail on cost, not capability. Practical cost optimization playbook for production AI agents.