Software engineer and founder - writing and technical noteshttps://swm.cc/en-gbhttps://swm.cc/writing/indexatron-context-aware-analysis/https://swm.cc/writing/indexatron-context-aware-analysis/How injecting domain knowledge into prompts transformed a generic image classifier into something that understands your specific photo archiveMon, 06 Apr 2026 00:00:00 GMTWritinghttps://swm.cc/notes/dropping-down-to-raw-asgi/https://swm.cc/notes/dropping-down-to-raw-asgi/A technical note about Dropping Down to Raw ASGIWed, 18 Mar 2026 00:00:00 GMTNoteshttps://swm.cc/writing/maintaining-open-source-in-the-ai-era/https://swm.cc/writing/maintaining-open-source-in-the-ai-era/Reflections on building and maintaining Ruby and Python packages, how AI has changed the process, and why I'm not entirely sure it's for the betterTue, 17 Mar 2026 00:00:00 GMTWritinghttps://swm.cc/notes/the-llm-is-the-new-parser/https://swm.cc/notes/the-llm-is-the-new-parser/A technical note about The LLM Is the New ParserTue, 24 Feb 2026 00:00:00 GMTNoteshttps://swm.cc/writing/indexatron-local-llm-photo-analysis/https://swm.cc/writing/indexatron-local-llm-photo-analysis/An experiment using Ollama with LLaVA and nomic-embed-text to analyse family photos locally - proving that privacy-preserving AI photo analysis actually worksSun, 22 Feb 2026 00:00:00 GMTWritinghttps://swm.cc/notes/custom-agents-for-claude-code/https://swm.cc/notes/custom-agents-for-claude-code/A technical note about Custom Agents for Claude CodeThu, 19 Feb 2026 00:00:00 GMTNoteshttps://swm.cc/writing/building-swanson-recommendation-system/https://swm.cc/writing/building-swanson-recommendation-system/How I built a context-aware recommendation system using Claude, Server-Sent Events, and viewing history to suggest TV shows and filmsSat, 07 Feb 2026 00:00:00 GMTWritinghttps://swm.cc/notes/self-hosted-image-sharing-pipeline/https://swm.cc/notes/self-hosted-image-sharing-pipeline/A technical note about A Self-Hosted Image Sharing PipelineFri, 30 Jan 2026 00:00:00 GMTNoteshttps://swm.cc/writing/working-with-claude/https://swm.cc/writing/working-with-claude/After months of integrating AI into my development workflow, here's what actually works and why planning mode, skills, and tasks have been game changersTue, 27 Jan 2026 00:00:00 GMTWritinghttps://swm.cc/writing/automating-activity-feeds/https://swm.cc/writing/automating-activity-feeds/How I set up automated Spotify and GitHub activity feeds for my personal site using GitHub Actions and GistsMon, 15 Dec 2025 00:00:00 GMTWritinghttps://swm.cc/writing/adding-oauth-to-the-auth-service/https://swm.cc/writing/adding-oauth-to-the-auth-service/Extending the authentication microservice with OAuth 2.0 support for Keycloak and Google, evaluating FastAPI libraries, and why I chose aioauthTue, 02 Dec 2025 00:00:00 GMTWritinghttps://swm.cc/notes/lazy-loading-cache-pattern/https://swm.cc/notes/lazy-loading-cache-pattern/A technical note about Lazy Loading Cache for whatisonthe.tvSun, 16 Nov 2025 00:00:00 GMTNoteshttps://swm.cc/writing/building-an-authentication-service/https://swm.cc/writing/building-an-authentication-service/Lessons from extracting authentication and authorisation into a dedicated microservice, including database migration, in-memory testing, and architectural decisionsFri, 07 Nov 2025 00:00:00 GMTWritinghttps://swm.cc/notes/cypress-component-isolation-problem/https://swm.cc/notes/cypress-component-isolation-problem/A technical note about Cypress Component Isolation IssuesThu, 06 Nov 2025 00:00:00 GMTNoteshttps://swm.cc/writing/building-with-astro/https://swm.cc/writing/building-with-astro/Why I chose Astro for my personal website and what I learned in the processWed, 05 Nov 2025 00:00:00 GMTWritinghttps://swm.cc/notes/typescript-conditional-types/https://swm.cc/notes/typescript-conditional-types/A technical note about TypeScript Conditional Types for API ResponsesMon, 03 Nov 2025 00:00:00 GMTNoteshttps://swm.cc/notes/git-worktree-trick/https://swm.cc/notes/git-worktree-trick/A technical note about Git Worktree for Multiple BranchesTue, 28 Oct 2025 00:00:00 GMTNotes