Feedback loop engineeringPublished on31 January 2026Last updated onUpdated 2 June 2026Reading time11 min readllmaidevelopmentpatternstoolsWhy the most important skill with AI coding agents isn't prompting or curating context – it's designing how they verify their own work
Coding agents in secured VS Code dev containersPublished on24 January 2026Last updated onUpdated 7 February 2026Reading time25 min readaidevelopmentllmtoolssecuritydockerHow to sandbox coding agents while maintaining development flexibility - the ideal balance between security and convenience
My current development tooling setupPublished on4 November 2025Reading time9 min readllmaidevelopmentpatternstoolsHow do I mix local LLMs with cloud ones and code gen with continuous learning
The leftist case for generative AIPublished on29 October 2025Reading time5 min readllmaiOutright rejection of gen AI won't get us the best outcomes
Using Distroless in production instead of AlpinePublished on8 August 2025Reading time5 min readdockerwebdevelopmentjavacriptpythonI hereby renounce years of suffering with native extension compilations breaking
Lisbon Story 1994–2024Published on6 October 2024Reading time2 min readlisbonportugalfilmphotographyHow Lisbon has changed in the last 30 years
Expanding TrueNAS Scale with a new drivePublished on21 July 2024Reading time3 min readsoftwaretruenasopen-sourcenaspermacomputingdiyhome-labHow to set up another drive for a home setup
What are Large Language Models and how to run open ones on your devicePublished on2 December 2023Reading time17 min readtalkllmmachine-learningaiPart two of the series Building applications using embeddings vector search and Large Language Models
Understanding embeddings and how to use them for semantic searchPublished on5 November 2023Reading time7 min readtalkembeddingmachine-learningaiPart one of the series Building applications using embeddings vector search and Large Language Models
Installing and configuring TrueNAS Scale for home usePublished on21 August 2023Last updated onUpdated 12 January 2026Reading time9 min readsoftwaretruenasopen-sourcenaspermacomputingdiyhome-labGetting up and running, gotchas I came across and my favourite apps