Top eight game-changing technology trends shaping the IT industry
summary
Eight concrete trends: rigorous context poisoning risks (hallucinations, distraction, confusion, conflict) push a new field of context engineering with RAG, KV caches and tool gating; prefill and decode disaggregation doubles goodput by separating first-token GPU compute from memory-bound token streaming with distributed KV caches; PostgreSQL+DuckDB+Moonlink stacks (the “Moon Cake” pattern) and object-storage + Iceberg/Delta architectures enable OLAP at web scale; confidential GPU enclaves (Tinfoil-style) secure models; treat data as products and measure holistic AI-first metrics.
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chapters (10)
- 0:00Introduction
- 1:26Context engineering for AI
- 13:21Postgres for analytics
- 20:13Object storage foundation
- 28:05Confidential AI computing
- 33:07AI-ready data products
- 43:03Prefill decode disaggregation
- 50:53Metrics for AI-first software
- 57:02Kubernetes with SkyPilot
- 1:01:15Closing thoughts
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