Fast Feedback. AI-Powered Quality.
Built by Engineers, For Engineers.
We're not consultants who learned automation from a book—we're practitioners who built the tools because nothing else was good enough. With deep experience in mission-critical systems and AI-powered quality engineering, we solve the problems others don't even see.
Explore Our SolutionsBattle-Tested Engineering
Our approach is born from over a decade on the front lines of software engineering and quality. We see opportunities others don't because we've lived the problems. From troubleshooting complex systems under pressure to architecting AI-powered quality platforms, we understand that reliability isn't optional—it's foundational.
We're full-stack reliability partners who build for developers because we are developers. We understand that the most valuable asset in any engineering organization is a fast, reliable feedback loop that minimizes context switching. We don't just deliver technical solutions—we deliver systemic fixes that unlock exponential gains in velocity and stability.
Our Core Philosophy
- ✓ Systems-Level Thinking: From hardware to architecture, we see quality as a system to be understood and improved.
- ✓ Automate the Toil, Not the Thinking: AI augments your engineers' expertise—it doesn't replace their judgment.
- ✓ Build for the Developers: Fast feedback loops and minimal context switching are our north star.
Our Solutions
We offer a full spectrum of services to elevate your engineering and quality standards.
AI-Powered Quality Engineering
Our AI-powered quality platform is the force multiplier your QA team needs. AI-native, human-in-the-loop, built for professional SDETs.
- AI-Native Platform: Conversational test generation with contextual codebase understanding (RAG).
- Framework-Compliant Output: No brittle recorder scripts—real, maintainable test code.
- Automate the Toil, Not the Thinking: Your expertise guides AI; AI handles the grunt work.
- Playwright MCP Integration: Superhuman capabilities paired with human judgment.
Test Automation & Frameworks
A test framework is a product. We engineer it like one—fast, reliable feedback with zero context switching for developers.
- Component-Object Model: Modern architecture with composition over inheritance.
- Perf-Sentinel Integration: Unlock hidden value—turn test timing data into performance insights.
- Fast Feedback Loops: Minimize developer context switching and stress.
- Built for Developers: Because we are developers who understand what you need.
Cloud & DevOps Engineering
We're the sheriffs in the Wild West of code—ensuring immediate, reliable feedback is built into your development lifecycle.
- Full-Stack Reliability: We build and manage the entire ecosystem—tests, TestOps, CI/CD, cloud.
- Docker & CI/CD: Stable test environments plugged directly into your pipeline.
- AWS Infrastructure: Route53, ALB/NLB, EC2, ECS/ECR, Terraform—we handle it all.
- Developer Feedback Speed: Your bottleneck is our priority to eliminate.
Strategic Consulting & Training
We make your team self-sufficient and confident. Teach them not just what to do, but how to think like senior engineers.
- The Troubleshooting Mindset: Tools + training on systematic problem-solving.
- High-Context Communication: We wrote the playbook on filing great bug reports.
- Principal Architect Advisory: High-level technical leadership for your quality strategy.
- Culture Transformation: Build a confident, competent engineering organization.
Ready to Transform Your Quality Process?
Let's talk about your challenges and how we can help you build a faster, more reliable engineering organization. Schedule a free, no-obligation consultation today.
Contact Us