41 articles on "LLM Operations & RAG × AI Agents" — implementation case studies, PoC design, and operational know-how on AI, DX, and security for executives and IT teams.
Benchmark of 6 open-weight models on a DGX Spark (128GB), tested on 3 file-reading, listing, and extraction tasks. Qwen 27B passed all tasks; only Nemotron Bolt had 0% hallucination.
Discover the causes of communication gaps in offshore development quality management and practical solutions—covering information sharing, progress tracking, and quality standards.
Explains converged database implementation patterns for unifying LLM inference logs across multiple storages, improving anomaly detection in production. Covers unified I/O, latency, token usage & error tracking.
Learn how EDD integrates evaluation metrics throughout the entire cycle—not gut feeling—plus practical steps to auto-tune prompts and parameters.
Learn patterns & implementation steps for multi-tenant cache design that securely shares prompt context across tenants, significantly reducing inference costs.
Learn how "token traps" cause billing spikes in high-frequency agent loops, and how to prevent cost explosions with budget caps, throttling, and smart loop design.
Explore how "thinking time" causes response delays in multi-step reasoning agents, and compare latency budget allocation strategies and implementation patterns based on task complexity.
