Andrew McCarron

Founder @ Koalr. Deploy risk scoring.

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🔥 7 day streak

About

20+ years in software delivery. Built Koalr after watching too many teams ship dangerous deploys they could have caught. Obsessed with pre-merge risk, blast radius modeling, and making deployment intelligence accessible to every engineering team.

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Koalr

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21h ago

Launched today. Koalr — deployment risk scoring for every PR, before it merges

Hey everyone Andrew here, founder of Koalr. We just launched.

Koalr scores every pull request 0 100 for production risk before it ships. It uses 36 research based signals things like file change blast radius, author expertise drift, CODEOWNERS violations, CI history, and time-of-week patterns to flag risky deploys before they become 2am incidents.

It connects to GitHub in minutes, no code access needed we only read metadata.

p/koalr-2

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1d ago

I'm Andrew, founder of Koalr — AMA about what actually predicts production failures

Hey PH

I'm Andrew, founder of Koalr a deployment intelligence platform that scores every PR 0 100 for production risk before it merges.

The idea came from 20 years in IT consulting and delivery. I've sat in more post-incident reviews than I can count, and the pattern is almost always the same: someone merged something on a Friday, nobody flagged it, and the team spent the weekend firefighting. The data to catch it was there it just wasn't connected.

So I built Koalr.

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1d ago

Koalr - Predict deployment failures before your PR merges!

Koalr is the Deployment Intelligence™ Platform — we score every one of your PR's 0–100 using 36 research validated signals before you merge. Predict & prevent production incidents before they happen.