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Steven Marks. Dev blog. Linux, workflow optimisation, programming, software development, Python, Typescript.
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Run your own ChatGPT: self-hosted LLMs with Docker Compose
I use Claude Code every day but not everything belongs in the public domain: personal data, private notes, half-formed ideas. For those I'd rather keep the conversation local.
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A self-tuning write throttle for batch Postgres jobs
I have a background job that writes a lot of rows. It chunks a big import into batches and upserts each batch into Postgres. On its own that's fine. The problem is that it doesn't run on its own: the same database is serving live traffic and a handful of
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Reviving an Abandoned Open-Source Project: 6 Years of Atomic Calendar Revive
There's a particular kind of sinking feeling you get as a user of open-source software. You've built your setup around a tool you love, it does exactly what you need, and then you notice the last commit was eighteen months ago. The issues are piling up. A
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Ditch the Manual Chore: Automating Releases and Versioning with release-please
I love coding, I love seeing new features come to life, and I genuinely enjoy writing documentation (I know, weird right?). But if there's one part of the development lifecycle that consistently makes me want to scream into my pillow, it's the tedious, er
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Getting Started with OpenTofu: Infrastructure as Code for Cloud Providers
In August 2023, the infrastructure-as-code community was sent into a frenzy when HashiCorp announced that Terraform would be shifting to a Business Source License (BSL). This move sparked widespread concern among developers and DevOps professionals who ha
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