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Meet Query

Chief Tasting Officer

Query has one job: make sure every feature we ship is good enough to eat. If Query won't touch it, neither will our users.

Query's Origin Story

Legend has it that Query showed up at the QRunIO office one day in 2019, sat down next to a developer debugging a nasty N+1 query, and refused to leave until the code was properly optimized.

Since then, Query has become our unofficial mascot and official quality guardian. No feature ships without Query's approval. No bug survives Query's scrutiny. And no engineer escapes Query's disappointed stare when they try to skip tests.

"If it's not good enough for Query, it's not good enough for production."

What is "Dogfooding"?

The term comes from the phrase "eating your own dog food" - the practice of a company using its own products internally. Query takes this literally (and very seriously).

At QRunIO, dogfooding is not just a practice - it's our primary engineering philosophy. Every bug we find in production? Query sniffed it out first. Every UX improvement? Query whined until we fixed it. Every performance optimization? Query refused to fetch slow data.

Why We Dogfood

Real Bug Discovery

We find edge cases in production before you do. Our CRM handles 50k+ contacts, our billing processes real revenue - if something breaks, we feel it first.

Instant Iteration

New features go into our internal systems within hours. The Reporting qBit? Built because we needed better analytics. The Scheduler qBit? Born from our own ops needs.

Authentic DX

Every API we design, we use daily. Every error message we write, we read when debugging at 2am. The developer experience isn't theoretical - it's our lived reality.

Query-Approved Systems

Voyage CMS

Our content management system that powers this website, documentation, and all public content.

qqq CorePostgreSQLS3 StorageAuth qBit

Customer Success Portal

Customer onboarding, support tickets, feature requests, and customer health tracking.

qqq CoreStripe qBitEmail qBitReporting qBit

Internal CRM

Lead tracking, sales pipeline, partner relationships, and outreach campaigns.

qqq CoreEmail qBitScheduler qBitAPI Gateway

Finance & Billing

Revenue tracking, expense management, invoicing, and financial reporting.

qqq CoreStripe qBitQuickBooks qBitReporting qBit

QRunIO Operations Hub

Internal metrics, team dashboards, deployment pipelines, and operational health.

qqq CoreCircleCI qBitAWS qBitMonitoring qBit

qBit Marketplace

qBit registry, versioning, compatibility tracking, and developer submissions.

qqq CoreGit qBitSemver qBitSearch qBit

The Nerdy Stats

6
Production Systems
147
Tables in Production
40+
Hours/Week in qqq
19
qBits in Active Use
2.3M
Records Managed
847
Custom Processes
99.97%
Uptime (Last 12mo)
<50ms
Avg Query Time

Our Engineering Values

Query helped us codify these. They're non-negotiable.

1

Ship What You Use

Every feature runs in our production systems before it reaches yours. No exceptions. If we wouldn't bet our own business on it, Query won't let us ship it.

2

Metadata Over Code

Define once, use everywhere. Our 147 tables are defined in metadata, not scattered across SQL files and ORMs. Query can sniff out schema drift instantly.

3

Boring Technology Wins

PostgreSQL. Java. REST APIs. We use proven tech that Query trusts - stable, well-documented, battle-tested. Innovation happens in the framework, not the infrastructure.

4

Docs From the Trenches

Every tutorial was written by someone who just built the thing. Every API doc reflects real usage patterns. Query watches to make sure we don't document wishful thinking.

5

Performance is a Feature

Sub-50ms query times aren't aspirational - they're our baseline. We monitor latency obsessively. Query gets impatient with slow fetches.

Query thinks you should give qqq a try. And Query is rarely wrong.

If you're reading the source code of this page, you're our kind of person. Come work with us.