An independent software studio
We help founders and software teams build products, untangle codebases, and use AI with confidence. Software architecture consulting and practical AI training, shaped by work we do ourselves.
A note from the studio
Sometimes the question is how to bring a product to life. Sometimes it is how to help a team move again without breaking the system they rely on.
We work across software architecture, product development and web design. Each project gets a different answer because each one begins in a different place.
A project is never just a stack of screens or a stack of code.
Architecture note
When a useful system becomes hard to change, the first task is to understand which parts must stay stable and which boundaries can move.
An illustrative sequence, not a client case study.
The work in brief
A working system can still make every new change touch too many parts. We begin by seeing those connections clearly.
Engineering collaboration
F# work with the ClearTax team in Bengaluru.
This was a FuzzyCloud solo consulting engagement, based in Pune while working with the ClearTax team in Bengaluru. We worked on F# engineering alongside their team.
Design and web
A distinct digital home for a medical practice.
We designed and built the website for Dr. Natasha Tipnis Shah’s medical practice. Explore the live site to see its visual design and presentation.
A few things we have made
Products we build, websites we shape, and systems we help teams improve.
01 / 04 · Legal Desk AI
These snapshots show our product and design work. For architecture work, read about ICFM’s monorepo migration or Phosphor’s F# platform.
FuzzyCloud / Field notes
AI
AI-generated code fails in predictable ways. Here are the five failure modes I see in almost every rescue, and how to catch them before they become an outage.
Open this noteAI
Most RAG systems are architected for the demo, then surprise everyone with the bill. Here's how to design retrieval, evals, and cost in from the start.
Open this noteArchitecture
When a codebase is a mess, the rewrite is tempting and almost always wrong. Here's why I refactor incrementally instead, and how a rescue actually works.
Open this noteIdeas, decisions, and lessons from the work.
Work shared in public
Tools, experiments, and contributions rarely arrive in a neat row. Open a box to inspect one. The complete index has a page of its own.
Ideas shared aloud
Some ideas are easier to follow when you can hear the questions behind them. These talks and interviews are part of the same work.
Select a conversation to play it here.
To / FuzzyCloud studio
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