FAQ

Timeline depends on scope, but most engagements are 8-12 weeks. Week 1: audit your current processes and identify bottlenecks. Weeks 2-6: build specific automation (deployment pipelines, code review tools, etc.). Weeks 7-8: integration and team training. You'll typically see measurable time savings within 2-3 weeks once we start building.

We work with whatever you're already using. Most common stacks we integrate with: React/Node.js, Python/Django, Go, Docker, Kubernetes, AWS/GCP, GitHub Actions, Jenkins. We focus on API integrations and CLI tools that work alongside your existing infrastructure rather than replacing it.

Hiring engineers gives you more development capacity but doesn't solve process inefficiencies. New engineers still face the same slow deployment pipelines, manual testing processes, and context-switching that's slowing your team down. We focus specifically on eliminating those bottlenecks so all your engineers - new and existing - can be more productive.

Common automation we build: CI/CD pipeline optimization, automated code review checks and PR templates, Slack bots that answer common questions by indexing your docs/wikis, custom CLI tools for repetitive tasks, and integrations between design tools and your component library. Each project targets specific time sinks your team faces daily.

Yes, you own everything we build. All code, scripts, and automation tools become your property. We also document everything and train your team on how it works so you're not dependent on us to maintain or modify it.

Best fit is teams with 8+ engineers who have established development processes but are hitting scaling bottlenecks. If you're spending more time on deployments, code reviews, and operational tasks than actual feature development, that's when automation pays off. Early-stage teams should focus on product-market fit first.