Frequently asked questions
What does “one atomic technology problem” actually mean?
It is the smallest technology problem whose solution changes a business number someone cares about. Most briefs arrive as five or six asks tangled together. We spend the first conversation stripping them back until one requirement remains that is small enough to build quickly and big enough to matter. That is what we take on.
How does an engagement start?
With a discovery call. You bring the problem in whatever shape it is in; we interrogate it until we can state it in one sentence. If we cannot get it atomic together, we say so and part as friends. No slides on either side.
What do you actually deliver?
Working software plus the evidence behind it. Every case file on this site follows the same spine: the asks that came in, the one technology problem we isolated, the system we built, and the numbers it produced. You get the system and the numbers.
Who owns what you build?
You do. Code, infrastructure configuration, documentation, and data produced during the engagement transfer to you on completion. We keep the right to describe the engagement in anonymised form unless we agree otherwise in writing.
What does it cost?
A fixed price per problem, agreed before we start. We do not bill hours, because the billable hour rewards the wrong behaviour. If the scope was wrong, that is our miss to absorb, and we treat re-scoping as our cost of learning.
How long does a build take?
Weeks, as a rule. An atomic technology problem that needs a quarter is usually two problems wearing a coat. Typical engagements run three to eight weeks from discovery call to hand-over.
What technologies do you work in?
Three areas: AI development (LLM systems, retrieval, model integration in Python), DevOps (Kubernetes, Terraform, CI/CD, cloud infrastructure on AWS and Google Cloud), and application development for web and mobile (React, React Native, TypeScript, Flutter, Supabase, PostgreSQL). Each service page shows the full stack galaxy with the case files behind it.
Do you take equity in startups?
Sometimes, when the problem and the team make it sensible for both sides. The default engagement is cash for work. Equity conversations happen after we have shipped something together, never as a condition of starting.
How do you handle confidentiality?
Everything you share with us stays inside the engagement. We sign NDAs when asked. Published case files are either anonymised or approved by the client first, and several engagements never appear on this site at all.
Where are you based, and do you work remotely?
We are an India-registered company and work with clients wherever they are. Delivery is remote-first; discovery and hand-over happen wherever they are most useful, including on site for corporate engagements.