Genesys Memory System: 89.9% LoCoMo vs Vectors
Learn why vector search fails for agent memory and how Genesys Memory System uses a causal graph to hit 89.9% LoCoMo. Build it with Docker Compose.
RAG vs Fine-Tuning: 7 Tradeoffs with Kubeflow
Learn RAG vs fine-tuning tradeoffs for enterprises using Kubeflow: freshness, cost, latency, privacy, eval, drift, ops—plus a hybrid LoRA pattern. Read now.
Stop SQL Injection in 2026: Text-to-SQL + OPA
Stop SQL injection in text-to-SQL agents using Open Policy Agent (OPA): threat model, guardrails, MCP-style tools, and a security test plan. Read now.
How Companies Are Using Generative AI Today: Real Use Cases and Adoption Stages (Part 2)
Generative AI is no longer limited to individual productivity tools. Many companies now use it to improve internal operations, enhance customer experiences, and reduce costs. While early adoption focused on…
Docker-based Model Runner for AWS CloudWatch Log Analysis
Concise Summary This project Convert plain-English questions into concise summaries over CloudWatch-style logs. Conversational CloudWatch converts natural-language questions into structured insights over CloudWatch-style logs. It runs locally or with LocalStack,…