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Switched from GitHub Actions and GitHub hosted runners to using Buildkite and hosted AWS runners, and it's so good. Our feedback time on pull-requests went from 8+ minutes to less than 2, and the Buildkite UI is excellent.
I was inspired by this article: https://www.iankduncan.com/engineering/2026-02-05-github-actions-killing-your-team/
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One of our test contracts is a 50+ page German framework agreement with 40+ tables, one of them 2k price rows. Handing that to an LLM row by row doesn't work and is expensive: a few hundred rows in it starts skipping items.
Instead, a sub-agent inspects the tables, writes a Ruby transform, runs it in a sandbox against a sample, checks it against our model validation, then imports in batches.
https
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We're hiring our founding engineer at Dexter in Berlin.
Enterprises spend hundreds of millions with suppliers and can't see what they're paying for. We use AI to turn invoices & contracts into data they can trust.
Real applied AI: document extraction, autonomous agents matching invoices to contracts, AI assistants, built with Rails
https://getdexter.notion.site/founding-engineer
#FediHire #RubyOn
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iykyk
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One of our test contracts is a 50+ page German framework agreement with 40+ tables, one of them 2k price rows. Handing that to an LLM row by row doesn't work and is expensive: a few hundred rows in it starts skipping items.
Instead, a sub-…
With regards to my previous post on the bun rewrite, it’s also super interesting to get the point of view of Zig’s creator: https://andrewkelley.me/post/my-thoughts-bun-rust-rewrite.html
We're hiring our founding engineer at Dexter in Berlin.
Enterprises spend hundreds of millions with suppliers and can't see what they're paying for. We use AI to turn invoices & contracts into data they can trust.
Real applied AI: document…
Coding agents can run the test suite, but for UI changes that isn't enough. Someone has to look at the page.
We gave ours a small Ruby CLI that drives a real browser against the dev server, takes screenshots, and writes them where the agen…
Our background agent system (see https://engineering.getdexter.co/2026/02/23/how-we-built-our-own-background-coding-agents/) is paying off every day.
We keep tweaking it and adding new features. We added a CLI a couple weeks ago that enabl…
iykyk
It says a lot about general pace urgency when your coding agent asks to schedule a check for CI and PR comments "in 3 days" 🙄
Nope, we're going to review this right now, and it's going to land in production automatically in the next 15 min…
Got this idea from @mikker (https://mastodon.social/@mikker ) about a refactor pass skill. It's such a simple thing and always finds things to simplify or remove.
It's like the good habit of reviewing your own pull request, you always fin…
I wrote a compiler in Ada at university, it was an epic multiple-week project we had to complete. I never got to work professionally with Ada but I'll always have a soft spot for it, and it's clear why it's a no-brainer to pick for critica…
Ok, I can sleep now. https://100jumps.org
Switched from GitHub Actions and GitHub hosted runners to using Buildkite and hosted AWS runners, and it's so good. Our feedback time on pull-requests went from 8+ minutes to less than 2, and the Buildkite UI is excellent.
I was inspired b…
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