Available for new engagements · Q3 2026

Performance is a derivative.

dydxfx is a product, technical & AI studio for teams who compound on evidence. We instrument the system, baseline the truth, and compound your product.

  • Consulting & AI adoption
  • Websites & apps
  • AI agents & skills
  • AI creative
  • Venture building

New here? Here’s what all of this means.

dydxfx is a small studio — two engineers — that helps businesses get measurably better, and builds what they need: websites, apps, AI tools, and brand creative. We named ourselves after a piece of calculus on purpose. A derivative is simply the mathematical word for a rate of change — how fast something is improving. That’s our whole obsession: not how good your numbers look today, but how fast they’re getting better.

So when we say “Performance is a derivative,” we mean we don’t sell one-time fixes. We raise the rate of improvement itself — and hand you a system that keeps compounding after we’re gone.

dy/dx·fx
our name — “the rate a function changes, times the function.” Improvement, applied to your actual business.
derivative
the rate at which something is changing — the speed of improvement, not the snapshot.
∂f/∂t > 0
“things are getting better over time.” The one condition we optimize for, always.
baseline · f(x₀)
the honest starting number, measured before we change anything.
compound
small gains that stack on each other, so results keep growing on their own.

Most teams optimize the snapshot — a number in a report, true for a day. We optimize the derivative: the rate your product, your systems, and your business get faster, cheaper, and more certain.

That’s the whole promise. We consult, we build, and we run our own ventures — always on evidence, never on hype. ∂f/∂t > 0.

The method: instrument, baseline, compound

01

Instrument

We wire the system so it can tell the truth — every signal sampled, nothing narrated.

f(x) — observed

02

Baseline

Scattered claims settle onto one measured line. If we can’t reproduce it, it isn’t true.

f(x₀) — established

03

Compound

Then we optimize the rate of change — and hand back a system whose gains keep coming.

∂f/∂t > 0 — sustained

We consult, build, and run our own.

  1. We help teams adopt AI deliberately — evaluated on economics, risk, and operational fit before a single tool ships. Same rigor on product and architecture: we find the one constraint everything else hangs on, and help you move.

    • AI adoption
    • Product strategy
    • Technical due diligence
  2. From Shopify storefronts to internal tools — and this very site. We’ve built and shipped Shopify D2C stores end-to-end — theme, catalog, and checkout — plus custom sites and apps. Fast, accessible, real, then handed over. No six-week discovery before a single pixel ships.

    • Shopify
    • Web & app development
    • D2C storefronts
  3. We build the agents, skills, and developer tools that turn raw models into daily leverage — several of them open-source. Mātrā, our Vault Memory second brain, prompt tooling, and more. See the open-source section below.

    • AI agents
    • Claude skills
    • Developer tools
  4. AI-generated models and product photography for brands — realistic, on-brand shoots without a studio — plus AI-generated ad creative across products and campaigns. We build the pipeline and the prompts, so the output stays consistent and on-budget.

    • AI-generated models
    • Product photography
    • Ad creative
  5. We don’t just advise — we operate. dydxfx builds and runs its own ventures, and builds for a portfolio of partners: benchmarking media, an AI personal OS, devotional commerce, and dharmic platforms. See ventures & partners below.

    • Venture studio
    • 0-to-1 product
    • Operating

Four commitments, on every engagement.

  1. Baseline before we touch anything.

    No decision without a measured starting point. If we can’t reproduce the number, we don’t trust it — and neither should you.

  2. Optimize the derivative, not the demo.

    A one-off best case is theatre. We build for the rate of change under real, sustained use — the result that survives Monday.

  3. Ship something real, early.

    A merged change, a working page, a decision written down. Momentum is the deliverable — you see the delta, not a story about it.

  4. Hand back something that compounds.

    We leave you the system, the method, and the tools — so the gains keep coming after we’re gone.

Capabilities

We build and run our own — and build for teams we believe in.

Ventures we build & run

benchmarksūtra

India-first technology reviews & benchmarks — the site and the YouTube channel, comparing and testing tech on evidence.

benchmarksutra.in →

Maya-Matrix-OS

An AI-agentic personal operating system to run your work and life. Home of Mātrā and our agent tooling.

In development

śrītantu

Live handloom D2C from Varanasi — heritage weaves, brought online.

Live · D2C

āsthālaya

Devotional D2C commerce, pre-launch.

Pre-launch

Dharmavāk

A trilingual Sanskrit AI platform.

In development

SumitFitCoach

Data-driven fitness & nutrition coaching — with the apps built to run the programme.

Product + apps

Private & paid products

PF Transformer

A personal health-transformation system — scalp recovery, supplement stacks, and body recomposition — delivered through a private app we build and run for each client.

Private · paid

PF Fitness Coach

Data-driven fitness & nutrition coaching that reads your own logs and adapts — an AI coach we build and run, tuned to any goal, diet, and region.

Private · paid

Jyotish Reading

Vedic astrology (kundali) readings and analysis, offered as a private consulting service — chart interpretation, dashā, and compatibility.

Private · paid

We build & advise for

Govardhana Maṭha

Digital operations and a devotee WhatsApp assistant for the Puri Śaṅkarācārya’s seat.

Ahvaan Dharma Raksharth

A Sanatan Dharma organization aligned with the Puri Śaṅkarācārya — online Dharma courses, youth training (Āditya Vāhinī), and community outreach.

ahvaandharmaraksharth.in →

Tools we built for our own work — opened up. @panditfloki

More tooling ships as we open it up. Several of our skills stay private & paid — see above.

Two engineers who’d rather show you the measurement than sell you the story. dydxfx is Shwetank Pandey and Akhil Verma.

Shwetank Pandey

Founder · Product, Systems & AI Adoption

Fifteen years building and leading software across fintech and infrastructure. Now helps teams adopt AI deliberately — weighed on economics, risk, and fit — and builds the tools to prove it. Reads the code, writes the baseline doc.

∂ systems · AI adoption · tooling

Akhil Verma

Founder · Benchmarking, Reviews & Methodology

Builds the test rigs and scoring rubrics that make a number reproducible. Co-founder of benchmarksūtra, where the same methodology powers India-first technology reviews.

∂ methodology · reviews · data

Based in
India, working globally
Engagements
2–4 at a time
First reply
Within a day, with a plan
On GitHub
@panditfloki

Two project slots open for Q3

Bring us a number you don’t trust.

Tell us the system, the product, or the metric in a paragraph. We’ll reply within a day with a baseline plan — not a sales call.

Prefer a form? →

Start a project

Goes straight to pandit@dydxfx.com. No newsletter, no CRM, no sales sequence.