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Production-ready web platforms, mobile apps, and AI systems. Based in Ahmedabad, India.

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Ahmedabad, India · Est. 2025

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Notes on building better software.

Engineering, process, and startup lessons from building affordable, production-ready web, mobile, and AI software.

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Engineering notes
AICost

Showing 17 of 17 articles

Topic
Key figures. 60-70% Core mechanics; 15-20% UI and polish; 10-15% Monetization. From the WizCodes article "Game Development Studio Cost: What You Pay (2026)" — Game Development.
August 12, 20268 min read

Game Development Studio Cost: What You Pay (2026)

Game development studio cost ranges from $15k to $60k for the same scope. Here's what drives the price and where budgets get wasted.

Game DevelopmentMobile AppsCost Breakdown
Read article →Timeline: Week 1 Setup & Auth → Week 2 Admin Dashboard → Week 2-3 API Endpoints → Week 3-4 AI Integration. From the WizCodes article "FastAPI vs Django for Startups (2026)" — FastAPI.
August 5, 20267 min read

FastAPI vs Django for Startups (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.

FastAPIDjangoStartup Tech StackPython Frameworks
Read article →Bar chart. Entry tier: $425K, Mid-market: $780K, Enterprise: $1,450K. From the WizCodes article "Enterprise Browser Isolation: What It Costs" — Enterprise Security.
August 3, 20268 min read

Enterprise Browser Isolation: What It Costs

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.

Enterprise SecurityBrowser IsolationSecurity Budget
Read article →Decision: yes leads to Yes, mostly reads; no leads to Balanced or. From the WizCodes article "Choosing a Database for a SaaS Product" — SaaS Development.
August 1, 20269 min read

Choosing a Database for a SaaS Product

Most founders pick a database based on familiarity. Here's how to choose based on query patterns, scale, and cost - before migration becomes impossible.

SaaS DevelopmentDatabase ArchitectureTechnical Decision
Read article →Side-by-side comparison: Off-the-shelf versus Custom. From the WizCodes article "Build vs Buy Customer Support Software" — Customer Support.
July 22, 20267 min read

Build vs Buy Customer Support Software

Most teams choose wrong. See the actual cost breakdown for build vs buy customer support software decisions — including hidden lock-in costs.

Customer SupportSaaS StrategyCost Analysis
Read article →How the pieces connect: Scoping → Foundation → Custom logic → Testing. From the WizCodes article "What custom software actually costs in 2026" — Pricing.
July 14, 20268 min read

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.

PricingWebAI
Read article →Process: 1. Prototype, 2. Adjust, 3. Fixed quote, 4. Build. From the WizCodes article "Why we build a free prototype first" — Process.
July 10, 20266 min read

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.

ProcessStartups
Read article →Decision: yes leads to There is a web app; no leads to Mobile only. From the WizCodes article "How we pick React Native or Flutter" — Mobile.
July 7, 20268 min read

How we pick React Native or Flutter

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.

MobileEngineering
Read article →Process: 1. Limit tools, 2. Check output, 3. Allow I do not know, 4. Log everything. From the WizCodes article "How to add an AI agent to your product" — AI.
July 3, 20268 min read

How to add an 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.

AIEngineering
Read article →How the pieces connect: Speed over size → Keep open → Share per session → Compute once. From the WizCodes article "Building a real-time voice AI copilot" — AI.
June 30, 20269 min read

Building a 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.

AICase Study
Read article →Positioning map: Probably skip, Worth real investment, Leave it alone, Start here today. From the WizCodes article "The automation audit: 7 workflows to start with" — Automation.
June 26, 20267 min read

The automation audit: 7 workflows to start with

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.

AutomationStartups
Read article →Timeline: Week 1 Define and cut → Week 2 Foundations → Weeks 3-4 The core loop → Week 5 The edges. From the WizCodes article "Idea to MVP SaaS: our end-to-end playbook" — SaaS.
June 23, 20268 min read

Idea to MVP SaaS: our end-to-end playbook

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.

SaaSStartups
Read article →Side-by-side comparison: Quiet lock-in versus Real ownership. From the WizCodes article "Own your code: what agency lock-in really costs you" — Ownership.
June 19, 20266 min read

Own your code: what agency lock-in really costs you

Their servers, their accounts, "we will handle that for you" — the small conveniences that trap you, and how to keep ownership from day one.

OwnershipProcess
Read article →Decision: yes leads to They can try it; no leads to Sign-up first. From the WizCodes article "The 5 UX decisions that make or break an MVP" — UI/UX.
June 16, 20267 min read

The 5 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.

UI/UXProduct
Read article →Positioning map: Do this first, Plan it properly, Ignore for now, Not worth it yet. From the WizCodes article "Digital transformation without an enterprise budget" — Digital Transformation.
June 12, 20267 min read

Digital transformation without an enterprise budget

Digital transformation is not just for seven-figure IT budgets. A step-by-step approach for small businesses that want results, not theatre.

Digital TransformationBusiness
Read article →How the pieces connect: Retrieval → Prompt → Testing → Guardrails. From the WizCodes article "LLM integration done right: RAG and guardrails" — AI.
June 9, 20269 min read

LLM integration done right: RAG and guardrails

The gap between a working prompt and a production LLM feature is bigger than it looks. Retrieval, prompt design, evaluation and guardrails.

AIEngineering
Read article →Positioning map: Offshore works, Hire in-house, Studio shapes it, Studio, then hire. From the WizCodes article "Offshore vs in-house vs studio" — Startups.
June 5, 20267 min read

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.

StartupsBusiness
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