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Martin Alderson

Have the frontier labs mixed up AI safety and security? Reducing codebase cognitive debt through... quizzes? What GLM-5.3 Flash running on Chinese hardware actually means The summer of open weights How I think about reducing AI costs Watch out for cache read costs I'm (mostly) picking models on speed now, not intelligence The first known runaway AI agent - or a very bad marketing stunt? Winners and losers in the coming AI margin collapse (part 2) GLM 5.2 and the coming AI margin collapse (part 1) Expert-aware quantisation: near-Q4 quality at near-Q2 size? A brief history of KV cache compression developments xAI is looking more like a datacentre REIT than a frontier lab Is datacentre sovereignty really that important? I went on the Built for Turbulence podcast What's going on with Gemini? Managed agents are the new Lambda Open weights are quietly closing up - and that's a problem 29th August 2026: a scenario Figma's woes compound with Claude Design A little tool to visualise MoE expert routing Has Mythos just broken the deal that kept the internet safe? What next for the compute crunch? Telnyx, LiteLLM and Axios: the supply chain crisis Using agents and Wine to move off Windows Why Claude's new 1M context length is a big deal How to use the Qwen 3.5 LLMs to OCR documents No, it doesn't cost Anthropic $5k per Claude Code user Is the AI Compute Crunch Here? Why on-device agentic AI can't keep up
Welcome to My Blog
Martin Alderson · 2025-08-10 · via Martin Alderson

I've finally started a blog. This entire site was built with Claude Code in about an hour while watching TV, which feels fitting given what I want to write about.

I've been through multiple phases with LLMs over the past couple of years - from thinking they were mostly useless for real development work to now rarely opening my IDE. The tooling has got genuinely good, and it feels like we're at one of those inflection points where the way we build software changes fundamentally.

I figured I'd document some of the stuff I'm working on, particularly around web development with AI assistance, MCP (Model Context Protocol), and agentic workflows. Maybe it's useful for other people building similar things.

I'll be writing about:

  • Real experiences building production software with Claude Code, Cursor, and similar tools
  • Working with MCP and tool integrations - this stuff is getting surprisingly powerful
  • Agentic workflows that actually deliver value (not just demos)
  • Performance optimization techniques when you have AI assistance
  • The intersection between commercial needs and technical execution

Most of this will probably be outdated in 6 months given how fast things are moving, but documenting the journey seems worthwhile.