Tag: ai-engineering

All the articles with the tag "ai-engineering".

• Why Your AI Agent Failed in Production

  2 Feb, 2026

  Decision provenance, integration health, and cost tracking: the 3 observability gaps that cause production AI failures and how to fix them.

• RAG for Legacy Systems: 7,432 Pages to 3s Answers

  23 Jan, 2026 • Updated 24 Jan, 2026

  Production RAG for legacy systems: model-agnostic reranking validated across four LLM families. Real metrics, no vendor lock-in, 7,432 pages to 3s queries.

• Orchestrating AI Agents: A Subagent Architecture for Code

  24 Dec, 2025 • Updated 31 Jan, 2026

  Cut AI coding costs 50% with multi-agent architecture. Assign planning, building, and validation to specialized models for better output at lower spend.