Thoughts on code, design, and building things.https://saul.link/https://saul.link/blog/my-f12-key/https://saul.link/blog/my-f12-key/Hold to talk, release to transcribe. A 200-line Python script replaced every note-taking app I've ever tried.Mon, 30 Mar 2026 00:00:00 GMThttps://saul.link/blog/35-llms-transcript-correction-benchmark/https://saul.link/blog/35-llms-transcript-correction-benchmark/Whisper turns KubeCon into Cukon and Gloo into Glue. I benchmarked 35 models to find which one fixes domain-specific ASR errors best, and how much it costs to correct an entire conference.Mon, 23 Mar 2026 00:00:00 GMThttps://saul.link/blog/q1-2026-content-strategy/https://saul.link/blog/q1-2026-content-strategy/Building in public, AI agent infrastructure, and the path to $XXk/month.Sat, 03 Jan 2026 00:00:00 GMThttps://saul.link/blog/claude-code-on-your-phone/https://saul.link/blog/claude-code-on-your-phone/F-Droid Termux, Tailscale SSH, and an AI pair programmer in your pocket. No gimmicks.Thu, 01 Jan 2026 00:00:00 GMThttps://saul.link/blog/hello-world/https://saul.link/blog/hello-world/First post on the new site. Testing out the blog setup.Mon, 15 Dec 2025 00:00:00 GMThttps://saul.link/blog/jinaai-llama31-subsidiaries/https://saul.link/blog/jinaai-llama31-subsidiaries/Using Jina AI's Reader API and locally-hosted Llama 3.1 to extract structured subsidiary data from inconsistent SEC Exhibit 21 filings.Thu, 01 Aug 2024 00:00:00 GMThttps://saul.link/blog/cheap-postgres-on-hetzner-vps-with-docker-terraform/https://saul.link/blog/cheap-postgres-on-hetzner-vps-with-docker-terraform/Self-host PostgreSQL 16 on Hetzner Cloud for ~€5/month using Terraform, Ansible, and Docker. Daily backups and basic hardening included.Thu, 01 Aug 2024 00:00:00 GMThttps://saul.link/blog/full-stack-necessity/https://saul.link/blog/full-stack-necessity/A backend and DevOps engineer's reckoning: to get ideas out of the terminal and in front of real users, you have to learn fullstack.Thu, 02 May 2024 00:00:00 GMThttps://saul.link/blog/creme-de-la-devops/https://saul.link/blog/creme-de-la-devops/Technical excellence is only half the picture. On sharpening the less obvious skills that make a DevOps consultant genuinely effective.Wed, 28 Jun 2023 00:00:00 GMThttps://saul.link/blog/ai-is-boiling-our-oceans/https://saul.link/blog/ai-is-boiling-our-oceans/On the environmental cost of training large AI models. Power-hungry accelerator hardware, sustained workloads, and what 'carbon neutral' actually means.Wed, 28 Jun 2023 00:00:00 GMThttps://saul.link/blog/you-dont-need-a-kubernetes-operator/https://saul.link/blog/you-dont-need-a-kubernetes-operator/Before reaching for the Operator SDK, consider whether Kyverno, Crossplane, or existing CNCF tooling already solves your problem.Wed, 28 Jun 2023 00:00:00 GMThttps://saul.link/blog/azure-kubernetes-devops-certification-path/https://saul.link/blog/azure-kubernetes-devops-certification-path/A structured 18-month plan for mastering Kubernetes, Linux, and Azure security certifications, and why focused learning beats chasing every shiny new thing.Sun, 03 Jul 2022 00:00:00 GMThttps://saul.link/blog/honeyclusters-thesis/https://saul.link/blog/honeyclusters-thesis/How to secure untrusted honeypot workloads in Kubernetes. Container threat modeling, gVisor, and supply chain security.Sat, 07 Aug 2021 00:00:00 GMThttps://saul.link/blog/useful-beginner-portuguese-phrases/https://saul.link/blog/useful-beginner-portuguese-phrases/A personal phrasebook for learning Brazilian Portuguese. Greetings, introductions, numbers, and phrases for getting by in conversation.Thu, 29 Apr 2021 00:00:00 GMThttps://saul.link/blog/first-blog-post/https://saul.link/blog/first-blog-post/A personal intro post. Thoughts on starting a blog, SEO rabbit holes, and marking the last day of university lectures.Fri, 23 Apr 2021 00:00:00 GMT