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AI in banking, LLMs in production, AI infrastructure and governance, and what actually changes when you deploy AI at enterprise scale, written for technologists not hype-chasers.
A variation on the dark factory thesis. Humans remain, humans are accountable, and what changes is everything else. 1. The Team That Memory Built There is a certain kind of organisational structure that forms not by design but by accumulated necessity. Take a low code onboarding system. It changes twice a year. It breaks twice […]
Read more →Andrew Baker | 01 Mar 2026 | andrewbaker.ninja You want one script that does everything. No digging around in settings. No manually editing JSON. No clicking Developer, Edit Config. Just run it once and Claude Desktop can execute bash commands through an MCP server. This guide gives you exactly that. 1. Why You Would Want […]
Read more →A follow-up to DGX vs Mac Studio for Local LLMs: A Startup’s Guide to Choosing Your AI Hardware When I wrote the DGX vs Mac Studio comparison in June, the framing was still that a startup buys hardware for its own inference workload. Since then the story has widened considerably. It is no longer just […]
Read more →Published on andrewbaker.ninja This is a researched opinion piece. The data points are sourced and linked in the references at the end, but the conclusions drawn from them are mine. I recognise that some of what follows will not be comfortable reading, particularly for teams that have built careers, processes, and significant capital programmes around […]
Read more →My inference bill last month was large enough to require an explanation, and my first instinct was the same one most people reach for: I had run one expensive model for everything, so the fix was to route the cheap work to a cheap model and keep the frontier model for the hard parts. That […]
Read more →There is a version of this story that the technology industry tells itself, and it goes like this: AI infrastructure spending is large, the returns will take time, but the demand is real and the economics will eventually follow. It is the same story told during the cloud buildout, and that one worked out. It […]
Read more →There is a moment when a tool stops being something you use and becomes something that works for you. That moment, for Claude Code, arrived in early 2026. What began as a terminal-based AI coding assistant has evolved, in the span of a few months, into a platform capable of operating your machine, continuing its […]
Read more →Gartner says 40% of agentic AI projects will fail by 2027. I think they’re being optimistic. Walk into almost any large enterprise right now and you’ll find the same scene: a glossy AI pilot, a proud press release, a steering committee meeting monthly to “track progress,” and an absolutely zero percent chance that any of […]
Read more →By Andrew Baker | andrewbaker.ninja I am going to tell you that AWS won. Not in the “we had a good quarter” sense, and not in the “interesting competitive development” sense. In the final, structural sense. The kind of winning that does not get reversed in the next product cycle. I say this as someone […]
Read more →CloudScale AI SEO summary What this is: a practical build guide for running an OpenCode agent behind Ghostty, routed through OpenRouter, as an alternative to a single model coding agent such as Claude Code. Why it matters: token pricing across OpenRouter‘s catalogue varies by a factor of four to over a hundred for the same […]
Read more →1. What I saw in Kruger I was walking through Kruger National Park recently when I noticed small pieces of metal sticking out of the ground, the remains of old fence posts. I asked the ranger what they were, and he explained that Kruger had not always been the enormous open ecosystem we see today. […]
Read more →Anyone who has travelled with a laptop knows the ritual. You arrive somewhere new, you pull out your charger, and you discover that the wall has entirely different opinions about what a plug should look like. The device in your bag has not changed and the electricity coming out of the wall has not changed […]
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