Loop Engineering
From Prompt Engineering to Loop Engineering
If you spend any time watching this space, you have watched this vocabulary turn over three times in about a
Featured Posts
LLM Scaling
Fitting LLMs on Self-Hosted GPUs
How much VRAM does your LLM need, and which GPU should you actually rent? A free calculator covering DeepSeek, Llama, Mixtral on H100, B200, A100.
Agentic Architecture
Temporal + LangGraph: A Two-Layer Architecture for Multi-Agent Coordination
Using Temporal and LangGraph for multi-agent systems in production solves retries, state persistence, and failures.
Agentic Architecture
Understanding Generative UI
A Layered Walkthrough of the Generative UI paper everyone is talking about
AI Agents
MCP + A2A: The Protocols Making AI Agents Actually Work Together
I presented this at the AI Engineer meetup in London. It is a short, practical overview of why agent interoperability
AI Engineering
Guardrails for Agentic AI
How to Keep Your Autonomous Agents Safe and Aligned
AI Engineering
From ML to AI Engineering: Transforming How We Build AI Applications
a not so subtle paradigm shift