Introducing: PlayerZero
The world's first Engineering World Model that puts debugging, fixing, and testing your code on autopilot.
We've raised $20M from Foundation Capital, @matei_zaharia (Databricks), @pbailis (Workday), @rauchg (Vercel), @zoink (Figma), @drewhouston (Dropbox), and more
PlayerZero frees up 30% of your engineering bandwidth by:
1. Finding the root cause for bugs & incidents in minutes that engineering teams take days to identify.
2. Predicting in minutes, edge case issues that a 300-person QA team would take weeks to find.
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Here's why this matters:
No one in your org has a complete picture of how your production software actually behaves.
Support sees tickets. SRE sees infra. Dev sees code. Each team builds their own fragmented view - and none of these systems talk to each other. When something breaks, everyone scrambles to stitch the picture together by hand.
PlayerZero connects all of it into a single context graph -
→ The Slack thread where your lead said "we went with X because Y fell apart in prod last time"
→ The PR review where an engineer explained the tradeoff
→ The lifetime history of your CI/CD pipeline, observability stack, incidents, and support tickets
So you can trace any problem to its root cause across every silo.
And it compounds. Every incident diagnosed teaches the model something new. The longer it runs, the deeper it understands - which code paths are high-risk, which configurations are fragile, which changes tend to break which customer flows.
So when you sit down to debug a live issue, you have your entire org's collective reasoning and production memory behind you - instantly.
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Zuora, Georgia-Pacific, and Nylas have reduced resolution time by 90% and caught 95% of breaking changes and freeing an average of $30M in engineering bandwidth.
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Our guarantee:
If we can't increase your engineering bandwidth by at least 20% within one week, we'll donate $10,000 to an open-source project of your choice.
Book a demo - https://t.co/dH1dulIwSS
@Theoladeledada 📘 Day 1 – Create a Database
Today, we begin by setting up the foundation of our project: the database.
A database is where all our data will live throughout this challenge.
✅ Task: Create a database called `school_db` and make it active.
https://t.co/GgvfJ2LuXi
@Theoladeledada 🚀 30-Day SQL Beginner Challenge
Learn SQL from zero to practical confidence with short daily snippets.
We’ll build a Student & Course Management System step by step—one day at a time.
https://t.co/EuYn3bibu6
@PeterObi Your financial plan for 2026 shouldn’t be Hope.
Data bills? Electricity bills? They won’t wait. 💡💻
Remote database management work for international firms will. Start with our Free 30-Day Data Challenge 👉 https://t.co/zvdUmseAhW
@boye4christ2006 Your financial plan for 2026 shouldn’t be Hope.
Data bills? Electricity bills? They won’t wait. 💡💻
Remote database management work for international firms will. Start with our Free 30-Day Data Challenge 👉 https://t.co/zvdUmseAhW
@channelstv Your financial plan for 2026 shouldn’t be Hope.
Data bills? Electricity bills? They won’t wait. 💡💻
Remote database management work for international firms will. Start with our Free 30-Day Data Challenge 👉 https://t.co/zvdUmseAhW
@Cassielforson Waiting for the government to 'fix the country' is a financial strategy called 'Hope.' Hope doesn't pay for Data or Electricity. Remote database management for a firm in London does. 💻📈
Start your 2026 right.
Free 30-Day Data Challenge.
👉 Link: https://t.co/EuYn3bibu6