AI Engineering in 2026: Agents, Models, Tools, Evals and Observability
AI engineering has become its own discipline, distinct from both machine learning research and traditional software engineering. This mid-20…
Tag
Evaluation
7 articles tagged Evaluation.
AI Agents in Production: Architecture, Memory, Tools and Evaluation
Agent SDKs, standard tool protocols and better models have made AI agents a production reality in 2025. This article sets out a reference ar…
Building Reliable AI Agents With LLMs
Agent demos are easy; agents that work reliably in production are not. After a year of building them, the patterns are clearer: constrain th…
Building a Secure AI SDLC: From Prompt to Production
NIST has published a draft profile of its Secure Software Development Framework for generative AI, and the EU AI Act received final approval…
RAG vs Fine-Tuning: Which Should You Use?
It is the most common question we hear from teams building with LLMs: should we use retrieval-augmented generation or fine-tune a model? The…
Building Software With GPT-4: From Prompt to Production
GPT-4 and the ChatGPT API have made it easy to build an impressive LLM prototype in a day. Getting it to production is another matter. This…
GPT-4 and the Rise of Multimodal AI
GPT-4 arrived last week with markedly better reasoning, a much longer context window and the ability to understand images as well as text. W…