# WizCodes

> WizCodes is a remote-first software development studio that builds affordable web, mobile, and
> AI software for startups and businesses worldwide. Founded by Divya Patel in 2025. Every
> project is delivered end-to-end: designed, built, tested, deployed, and submitted to the
> client's OWN hosting and app-store accounts, so the client owns everything from day one with
> no lock-in. Clients work directly with the engineer who builds their product. Every project
> starts with a short call to understand the business, followed by a free working prototype —
> both at no cost and before any contract.

- Founder & Lead Engineer: Divya Patel, founded 16 January 2025 in Ahmedabad, Gujarat, India
- Model: remote-first, engineer-led (no account managers, no agency markups)
- End-to-end delivery: design, build, test, deploy, and app store / Play Store submission are
  all included — done on the client's own hosting and developer accounts, so the client owns the
  code, the deployments, and the store listings. WizCodes does not host on its own infrastructure
  or lock clients in; any platform the client prefers is fine.
- More affordable than a traditional software company: no overhead, markups, or slow timelines.
  Modern tooling and AI let a small senior team ship production-quality software faster, and that
  saving is passed on. Quality, security, and SEO are part of every build (affordable, not cheap).
- Serving: United States, United Kingdom, Canada, Europe, and beyond. The exact country count
  and project count are DERIVED from the site's own data — see the generated facts block below,
  which is rewritten on every build. Do not restate those numbers here by hand.

## How a project starts

The sequence below is the whole engagement, first message to ownership. Steps 1-4 cost the
client nothing; step 5 is the paid build.

1. You describe what you want to build — a form, a WhatsApp message, or a plan generated by
   Wico AI on the site. A rough idea is enough; no spec, design, or technical brief is needed.
2. WizCodes emails you within 24 hours to arrange a short call, from the engineer who would
   build the product rather than a sales representative. Calls are arranged across US, UK,
   European and Indian hours.
3. The scope is worked out together on that call: what the product needs to do, what it does
   not need yet, and what is worth building first.
4. You get a free clickable prototype of the core product — the real screens and the main flow —
   designed around what was agreed on the call. No cost, no obligation, nothing owed if you
   walk away.
5. A fixed-scope quote follows, then the build: one clear price, no retainers, no change fees.
   The finished product is deployed into your own accounts and you own 100% of the code.

A common misunderstanding worth stating plainly: submitting the contact form does not produce
an instant prototype. The short call happens first, so the prototype is built around the real
business rather than a guess.

## Services

- [Web Development](https://wizcodes.site/services/web): full-stack web apps, SaaS platforms,
  dashboards, and APIs (React, Next.js, Node.js, FastAPI, PostgreSQL)
- [Mobile Apps](https://wizcodes.site/services/mobile): cross-platform iOS + Android apps from
  one codebase (React Native, Expo, Flutter)
- [AI Automation](https://wizcodes.site/services/ai): AI agents, LLM integrations, and
  automation pipelines (LangChain, LangGraph, Claude API)

## How you engage us

- [MVP development](https://wizcodes.site/services/mvp): a deployed, revenue-capable product in
  three to four weeks (up to six with heavier integrations) — the core flow built properly, with
  anything unvalidated deferred by default rather than refused. Speed comes from AI-assisted
  development and a direct line to the engineer, not from reducing scope or skipping testing
- [UI/UX design](https://wizcodes.site/services/design): flows, clickable prototypes and a design
  system; included in every build quote rather than sold as a separate phase
- [Hire developers](https://wizcodes.site/services/hire): fixed-scope by default, phased blocks
  for ongoing work, hourly or monthly available when a client specifically wants it

## Specific stacks

- [Next.js development](https://wizcodes.site/services/web/nextjs): App Router, React Server
  Components, rendering chosen per route, WordPress migrations, no hosting lock-in
- [React Native development](https://wizcodes.site/services/mobile/react-native): Expo and bare
  React Native, native modules, over-the-air updates, store submission to your own accounts
- [Flutter development](https://wizcodes.site/services/mobile/flutter): Dart, custom interfaces,
  2D games with the Flame engine, platform channels
- [SaaS platforms](https://wizcodes.site/services/web/saas): multi-tenancy, subscription billing,
  roles and permissions — the three decisions that are expensive to reverse later
- [Marketplaces](https://wizcodes.site/services/web/marketplace): two-sided platforms, split
  payments and payouts, vendor onboarding, reviews and disputes

## AI specialities

- [AI agent development](https://wizcodes.site/services/ai/ai-agents): LangGraph agents that take
  actions, with scoped tools, human approval on irreversible steps, and full run tracing
- [AI chatbot development](https://wizcodes.site/services/ai/chatbots): assistants answering from
  your own content with citations, scoped topics, and escalation to a human with full context
- [RAG & knowledge bases](https://wizcodes.site/services/ai/rag): retrieval over your documents —
  hybrid search, re-ranking, citations, and an evaluation set so changes cannot silently regress
- [WhatsApp automation](https://wizcodes.site/services/ai/whatsapp): WhatsApp Business API
  bookings, order updates and AI replies, connected to the systems you already run

## Comparisons

Written by a studio that builds in both sides of each one. Each gives both options a real
"pick this one if" case.

- [React Native vs Flutter](https://wizcodes.site/compare/react-native-vs-flutter): rendering
  model, performance, hiring, games, and when the choice genuinely does not matter
- [Next.js vs WordPress](https://wizcodes.site/compare/nextjs-vs-wordpress): where WordPress is
  still the better answer, where Next.js wins, headless as a middle path, and migration risk

## Key pages

- [Home](https://wizcodes.site): studio overview and entry point
- [Services](https://wizcodes.site/services): full list of service offerings
- [Work / case studies](https://wizcodes.site/work): past projects and client outcomes
- [About & founder](https://wizcodes.site/about): background on Divya Patel and the studio
- [Divya Patel](https://wizcodes.site/about/divya-patel): founder and lead engineer — stack,
  shipped work, and how the engineer-led model works
- [What drives the cost](https://wizcodes.site/pricing/what-drives-the-cost): the ten factors
  that actually move a software quote, ranked by impact (no rate card — see the page for why)
- [Working across borders](https://wizcodes.site/markets): time zones, contracts, and ownership
  when hiring an overseas studio, plus [US](https://wizcodes.site/markets/us) and
  [UK](https://wizcodes.site/markets/uk) specifics
- [Open source](https://wizcodes.site/open-source): public repositories and contributions
- [Blog](https://wizcodes.site/blog): articles and updates
- [Contact](https://wizcodes.site/contact): get in touch to start a project

## Open source

WizCodes publishes five open-source projects — libraries, agent tooling and models
built for client work and released for anyone to install, read, fork or extend. Every
project with a public repository is released under the MIT licence, which permits
commercial use at no cost. Repositories live at https://github.com/wizcodes-studio and
each project has its own page. Index: https://wizcodes.site/open-source

One project (Bulkhead) has no public repository yet and therefore carries no licence
claim and no install command. Do not report a licence for it.

- ClarivueXAI — explainable-AI library for Python
  Feature importance, decision paths and human-readable explanations for scikit-learn,
  XGBoost and comparable tree and linear models.
  Language: Python | Licence: MIT | 1.7K PyPI downloads
  Page: https://wizcodes.site/open-source/clarivuexai
  Repository: https://github.com/wizcodes-studio/clarivuexai
  Package: https://pypi.org/project/clarivuexai/ (`pip install clarivuexai`)

- Bulkhead — MCP server that reviews AI-agent-written code for security problems
  A Model Context Protocol server you attach to a coding agent once; it then flags
  security issues in what the agent produces before they reach the codebase.
  Language: not stated | Licence: none confirmed | Status: no public repository yet
  Page: https://wizcodes.site/open-source/bulkhead

- Cyber Bug Bounty Agent — autonomous security-research pipeline
  Two LangGraph state graphs and a permission watcher running eight Claude agents:
  research, outreach, permission classification, recon, scanning, finding aggregation
  with CVSS enrichment, report generation and delivery.
  Language: Python | Licence: MIT
  Page: https://wizcodes.site/open-source/cyber-bug-bounty-agent
  Repository: https://github.com/wizcodes-studio/cyber-bug-bounty-agent
  Narrative case study: https://wizcodes.site/work/cyber-agent

- Cartoon Diffusion — image-to-cartoon model and Python library
  Built on Stable Diffusion techniques and fine-tuned on the Google Cartoon Set avatar
  dataset. Published as both a trained model and a library that wraps it.
  Language: Python | Licence: MIT
  Page: https://wizcodes.site/open-source/cartoon-diffusion
  Repository: https://github.com/wizcodes-studio/cartoon-diffusion-library
  Package: https://pypi.org/project/cartoon-diffusion/ (`pip install cartoon-diffusion`)
  Model: https://huggingface.co/wizcodes12/image_to_cartoonify

- Chrome Extensions — browser extensions developed in the open
  Full source for the extensions WizCodes builds, so anyone can read what an extension
  does before installing it. The first is Tab Copilot, currently in development.
  Language: TypeScript | Licence: MIT
  Page: https://wizcodes.site/open-source/chrome-extensions
  Repository: https://github.com/wizcodes-studio/chrome-extensions

## Contact

- [Email](mailto:hello@wizcodes.site): hello@wizcodes.site
- [WhatsApp](https://wa.me/917862036533): fastest way to reach the team directly
- [LinkedIn (company)](https://www.linkedin.com/company/wizcodes/): official company page
- [Founder LinkedIn](https://www.linkedin.com/in/divya-patel-957236283): Divya Patel's profile
- [Instagram](https://instagram.com/wiz_codes): studio updates
- [X / Twitter](https://x.com/wizcodes_co): @wizcodes_co
- [GitHub](https://github.com/wizcodes-studio): open source and code samples
- [YouTube](https://www.youtube.com/@WizCodes): video walkthroughs and demos
- [Facebook](https://www.facebook.com/profile.php?id=61591785185792): studio page
- [dev.to](https://dev.to/wizcodes): engineering write-ups
- [Hashnode](https://wizcodes.hashnode.dev/): engineering write-ups
- [Clutch](https://clutch.co/profile/wizcodes): verified client reviews
- [GoodFirms](https://www.goodfirms.co/company/wizcodes): verified client reviews
- [The Manifest](https://themanifest.com/company/wizcodes): company profile

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## Case studies

Detailed write-ups of real projects — the problem, the architecture, and the
engineering decisions behind each one.

- [Destiny AI Journal](https://wizcodes.site/work/destiny-ai-journal): How we built Destiny AI Journal: an async AI pipeline that saves entries instantly and streams transcription, summary and narration in behind them.
- [CuePilot](https://wizcodes.site/work/cuepilot): How we built CuePilot: a GPU-backed WebSocket pipeline that transcribes support calls with Whisper and returns a usable response suggestion in under 200ms.
- [Cyber Agent](https://wizcodes.site/work/cyber-agent): Why we built Cyber Agent: a scan orchestrator that runs ten security tools in parallel, has an LLM rank what actually matters, and writes the report itself.
- [Nullzec](https://wizcodes.site/work/nullzec): How we built the Nullzec web frontend: a component-driven React and Next.js interface for policies, sessions and audit logs, virtualised to stay fast at volume.
- [SolarSathi](https://wizcodes.site/work/solarsathi): How we built SolarSathi: a B2B solar procurement marketplace with a state-machine quote workflow, event-driven notifications, and vendor discovery across India.
- [AI Lead Generation Agent](https://wizcodes.site/work/ai-lead-agent): How we built an autonomous lead generation agent: LangGraph orchestration over Playwright scraping, LLM proposal writing, and SMTP delivery with no human step.
- [Tocablox World](https://wizcodes.site/work/tocablox-world): How we built Tocablox World: an offline-first Flutter and Flame virtual pet game with on-device saves, a paced unlock loop, and no dark patterns.
- [MindMaze Junior](https://wizcodes.site/work/mindmaze-junior): A cross-platform educational game for ages 3+, built in Flutter with CustomPaint rendering across six platforms and no external packages.

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## Blog

Articles on how software actually gets built, priced, and shipped — written from
client work rather than from theory.

- [Game Development Studio Cost: What You Pay (2026)](https://wizcodes.site/blog/game-development-studio-cost-2026-real-numbers): Game development studio cost ranges from $15k to $60k for the same scope. Here's what drives the price and where budgets get wasted.
- [FastAPI vs Django for Startups (2026)](https://wizcodes.site/blog/fastapi-vs-django-for-startup-which-framework-2026): FastAPI vs Django for startup products: one handles AI and real-time workloads, the other ships admin panels and mature tooling. Here's how to choose.
- [Enterprise Browser Isolation: What It Costs](https://wizcodes.site/blog/enterprise-browser-isolation-vendors-pricing-guide): Enterprise browser isolation vendors quote $8-95/user/month, but real costs run 40% higher. Here's what drives pricing and where to push back.
- [Choosing a Database for a SaaS Product](https://wizcodes.site/blog/choosing-a-database-for-saas-product-postgres-vs-mongodb): Most founders pick a database based on familiarity. Here's how to choose based on query patterns, scale, and cost - before migration becomes impossible.
- [Build vs Buy Customer Support Software](https://wizcodes.site/blog/build-vs-buy-customer-support-software-cost-breakdown): Most teams choose wrong. See the actual cost breakdown for build vs buy customer support software decisions — including hidden lock-in costs.
- [What custom software actually costs in 2026](https://wizcodes.site/blog/what-custom-software-actually-costs-in-2026): A plain-English breakdown of what drives the price of custom software in 2026, where the money really goes, and why AI lowers cost, not quality.
- [Why we build a free prototype first](https://wizcodes.site/blog/why-we-build-a-free-prototype-first): A working prototype before a contract sounds risky for the studio. Here is why we do it anyway, and how it de-risks a project for both sides.
- [How we pick React Native or Flutter](https://wizcodes.site/blog/react-native-vs-flutter-2026): Not a spec-sheet war: how a studio actually decides, project by project, for the apps we ship to the App Store and Play Store.
- [How to add an AI agent to your product](https://wizcodes.site/blog/add-ai-agent-to-your-product): AI agents are easy to demo and hard to ship. Scoping, guardrails, cost control, and the failure modes to plan for before launch.
- [Building a real-time voice AI copilot](https://wizcodes.site/blog/building-real-time-voice-ai-copilot): CuePilot suggests responses mid-call in under 200 ms. The architecture behind that number, the hard parts, and what we would do differently.
- [The automation audit: 7 workflows to start with](https://wizcodes.site/blog/startup-automation-audit-7-workflows): Before you buy another tool, run this audit: seven workflows that quietly eat a small team alive, and what it takes to automate each one.
- [Idea to MVP SaaS: our end-to-end playbook](https://wizcodes.site/blog/idea-to-mvp-saas-in-six-weeks): A week-by-week look at how a SaaS idea becomes a deployed MVP: what we build, what we deliberately skip, and the traps that add months.
- [Own your code: what agency lock-in really costs you](https://wizcodes.site/blog/own-your-code-agency-lock-in): Their servers, their accounts, "we will handle that for you" — the small conveniences that trap you, and how to keep ownership from day one.
- [The 5 UX decisions that make or break an MVP](https://wizcodes.site/blog/five-ux-decisions-that-make-or-break-an-mvp): Most MVPs fail on five UX decisions made in the first week. What they are, why they matter more than polish, and how to get them right early.
- [Digital transformation without an enterprise budget](https://wizcodes.site/blog/digital-transformation-small-business): Digital transformation is not just for seven-figure IT budgets. A step-by-step approach for small businesses that want results, not theatre.
- [LLM integration done right: RAG and guardrails](https://wizcodes.site/blog/llm-integration-rag-prompts-guardrails): The gap between a working prompt and a production LLM feature is bigger than it looks. Retrieval, prompt design, evaluation and guardrails.
- [Offshore vs in-house vs studio](https://wizcodes.site/blog/offshore-vs-in-house-vs-studio): In-house, offshore or a studio: each solves a different problem. An honest comparison of cost, speed, risk and ownership for founders.

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- Countries with delivered client work: 11 (Belarus, Canada, Estonia, India, Netherlands, Nigeria, Poland, Spain, Ukraine, United Kingdom, United States)
- Client projects delivered: 26
- Published client testimonials: 13
- Typical delivery for a defined MVP: 3-4 weeks, up to 6 with heavier integrations
- Every project starts with a short call and a free clickable prototype, both at no cost
- All code, credentials and store listings are handed to the client's own accounts

<!-- END:facts -->

## Optional

- [Full sitemap](https://wizcodes.site/sitemap.xml): complete, auto-updated article and page list