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valon retweetledi
pushing to prod on a Friday but at least we have unlimited Claude Code + Codex tokens and a coffee bar @Valon_ai
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welcome to the world of mortgage servicing 🧡
Kyle Russell@kylebrussell
Welcome to the world of mortgage servicing! Asked DeepSeek V4 Pro to make a mortgage servicing themed romhack of Pokemon Red
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valon retweetledi
Welcome to the world of mortgage servicing!
Asked DeepSeek V4 Pro to make a mortgage servicing themed romhack of Pokemon Red
Kyle Russell@kylebrussell
Cooking up something fun as a test for DeepSeek V4 Pro
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7 years ago @BrianJMcGrath and @wangandrewd wrote the business plan for @Valon_ai on the back of a napkin. Now, he's all in as Executive Chairman.
Here's why: valon.ai/blog/Brian-McG…
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valon retweetledi
we're using this in production. examples:
- eng team loves a specific PM's PRDs? extract their taste, generate PRDs that read the same
- AI gets the facts right but the output reads like slop. this fixes slop by anchoring to what "good" actually looks like
- tested it across PRDs, process docs, and other domains. adds quality back in automatically
the key insight: with AI its easy to get correct. the hard part is getting good. this is a system for bottling "good."
Jake Mintz@jakemintz
autoreason constructs taste from debate. but whose taste? the judges'. that's undirected optimization. what if you only need one golden doc? anchor to it. extract criteria. hill-climb. when the eval saturates, the gap reveals criteria no human would have thought to specify. extract again. repeat. debate uses a human-defined jury as the loss function. this RLs the loss function itself.
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Who let the dogs out?
Who, who, who, who, who?
Kyle Russell@kylebrussell
if your office dogs aren’t vibe coding you’re ngmi
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valon retweetledi
We built a pipeline that mines our PR review threads and turns the recurring patterns into automated review rules
Convention nits from human reviewers dropped ~40% and shifted to design questions.
Write-up here: valon.ai/blog/your-best…
Skill here: github.com/valon-technolo…
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+188 to what @kylebrussell said. (also the number of open roles we have rn). check them out here: valon.ai
Kyle Russell@kylebrussell
If you were impacted by the Block layoffs, Valon is hiring across engineering, data, product, design, and operations valon.ai/about
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