Shipping AI Features with Audit Trails: Prompt Logs, Tool Calls, and Human Approval
Build resilient, audit-ready AI pipelines that satisfy compliance without sacrificing developer velocity.
Recent writing and field notes from the RodyTech editorial archive.
Build resilient, audit-ready AI pipelines that satisfy compliance without sacrificing developer velocity.
Move beyond manual spot-checks and build robust RAG evaluation datasets to catch hallucinations before they reach customers.
OpenAI's April 2026 SDK update introduces native sandbox execution. It solves the infrastructure friction of stitching containers, but the security model still depends on
Build an AI content pipeline with quality gates to block bland drafts and prevent duplicate topics before they hurt your brand.
Build production-ready AI voice agents by mastering latency budgets, handling interruptions, and designing reliable fallback paths.
Stop shipping RAG blind. Learn to test retrieval and generation accuracy, detect hallucinations, and build a grounded evaluation suite before launch.
Build an AI content pipeline with quality gates to block bland drafts and duplicate topics while protecting brand authority.
Effective agent memory requires context engineering: selective storage, intelligent summarization, and biologically-inspired forgetting.
Production voice agents fail on infrastructure, not models. Master latency budgets, interruption handling, and fallback logic for real-world reliability.
Stop treating AI like traditional software. Learn how to use kill switches, confidence gates, and rate limits to ship AI safely.