Apache Kafka
RAG Evaluation
The Five-Nines Fallacy: Why Your 2026 SLA Must Move From Uptime to Reasoning Reliability
Traditional SLAs focus on uptime, but AI agents require metrics for reasoning integrity. Learn to use Kafka and vector databases to monitor groundedness and prevent hallucinations in production.
Oct 21, 2026
·
13 min
Backend Architecture
Vector Search
Stop Hiring Prompt Engineers: The Case for Data Rigor in AI-Native Teams
Stop relying on prompt engineering to fix broken retrieval. Discover why context engineering and data pipeline rigor are the foundations of a modern AI engineering team structure.
Sep 8, 2026
·
15 min
Vector Search
Data Engineering
The Silent Search Killer: Using dbt Tests to Guard Your Vector Ingestion Pipeline
Stop silent search degradation by implementing dbt macros to validate vector dimensions, L2 norms, and semantic drift across your ingestion pipelines.
Jul 14, 2026
·
31 min
Laravel
Laravel 13
Hallucination-Proofing Your Agent: Building a RAG Evaluation Framework in PHP
Eliminate AI hallucinations by building a native RAG evaluation framework in Laravel 13 using Pest, LLM-as-a-judge, and quantitative metrics to verify agent faithfulness.
Jul 9, 2026
·
28 min