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January 8, 2026 - 11 minutes read
DRAM prices will peak in Q1 2026 (+55-60%), decline from Q3 2026, and normalise in late 2027-early 2028. Scenario-based timeline analysis for strategic planning.
January 8, 2026 - 8 minutes read
Strategic guidance on when to place server and component orders to avoid Q1 2026 price surges, with vendor comparison and stockpiling tactics for the DRAM shortage.
January 8, 2026 - 12 minutes read
Reduce DRAM costs by 30-50% with memory-efficient cloud patterns: vLLM inference, tiering, quantization, and DRAM-less edge accelerators for 2026.
January 8, 2026 - 13 minutes read
Cloud repatriation fails for AI workloads despite 5-10% price increases. Hardware costs rise 15-25%, GPU scarcity creates 6-9 month delays, and hyperscaler capabilities can’t be replicated on-premises.
January 8, 2026 - 10 minutes read
Build a 2026 infrastructure budget that accounts for 5-25% cost inflation. Practical frameworks, budget templates, and FinOps strategies for SMB CTOs.
January 8, 2026 - 13 minutes read
Practical negotiation strategies for cloud contracts during 2026’s supply-driven price increases. Learn multi-year vs month-to-month decisions and realistic leverage tactics.