01 · Build
From idea to production
A pace a traditional team cannot match, without cutting quality. Every piece is specified, tested, reviewed and gated before it ships. No copy-paste and no generic boilerplate: code written to pass the most critical reviewer, and documented so your team can take it over.
- ~1 week
- from idea to a shipped feature in your product
- 1–2 weeks
- to a proof of concept people can actually use
- 2–8 months
- to production for real users, depending on scope
- 6 days
- from first commit to real phone calls on a voice AI agent
A feature in a week
- Day 1
Research and spec
We fix the goal and acceptance criteria. The design starts from your existing code.
- Days 2–3
Build
Small, cohesive pieces, each with its tests, each behind a green gate.
- Day 4
Verify
Review against the spec and your rules: edge cases, security, fixes.
- Day 5
Ship
Release through your pipeline, a demo, and a short record of what changed and why.
Track record (2026)
- 6 days
- Voice AI proof of concept: first commit 28 March, real phone calls on 2 April. Telephony to backend to voice AI and back over WebSockets, on a base the production platform was built on.
- 6.5 months
- The same voice agent to a pilot with its first customer, in a regulated industry: 1,500+ commits and 20+ security and quality audits.
- 6 weeks
- Autonomous AI media crew: first commit in June, video reels publishing in July, with a compliance gate and human approval on every post.
- 2 days
- agent-silent-failures: idea to a published open-source package, with six bugs reported upstream in the Mastra framework, all fixed within two days.
What production-ready means
- Tests from day one and a CI gate nothing bypasses.
- Infrastructure as code, monitoring and cost visibility.
- Security and privacy by design: audits, PII handling, least privilege.
- Code your team can read without a guide, plus docs and a decision log.
- Everything lives in your repository and accounts from day one.