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AKRAmit Kumar Raikwar

Blog

21 posts

What I learned building it.

Shorter and more frequent than the notes section. How I price and scope work, which database I reach for and when that has cost me, what changed after people used something I designed, and the parts of an AI feature that are not the model call.

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21 posts

7 min
Studio

Content Strategy for Early-Stage Startups

Most early-stage startups waste time on scattered marketing. Learn a focused, SEO-optimized content strategy that builds trust, targets the right audience, and drives growth.

12 min
Studio

How much does a production-ready website cost in 2026?

A production-ready website in 2026 costs between ₹40,000 for a marketing site and ₹4,00,000 for a custom web application, with maintenance starting at ₹25,000 monthly. AI lowered writing code costs, but architecture and security remain premium.

11 min
Studio

How to get clients as a software developer in 2026

Fiverr lost 21.9 percent of its buyers in a year while spend per buyer rose 15.6 percent. Upwork is the same shape. Here is what that changes about finding clients.

11 min
Teaching

How to start a company in India with almost no money

Udyam registration is free and needs only an Aadhaar number. DPIIT recognition is free. Here is what does have a bill attached, and the order to pay it in.

9 min
Studio

How to get a job or a freelance project on the NovaEdge app

The NovaEdge Digital Labs app has a job board, a freelance marketplace and a proposal system in it. This is the order to use them in, from a signup to a paid deliverable.

8 min
Engineering

An esports platform is mostly a clock

Finalist runs a scrim night with nobody watching it: registration opens, slots fill, lineups get filtered, the room reveals. Almost every hard problem in the build turned out to be a scheduling problem.

12 min
Teaching

Why big companies usually start with an engineer, and how to build one in 2026

Stanford checked 2,791 people behind 1,110 billion-dollar companies. Computer science is the most common degree and 21 percent had worked as engineers. What that means in 2026.

12 min
AI

How to use Claude Code for free, and what you trade for it

Claude Code is not on Anthropic's free plan. Four routes get you a coding agent in your terminal at zero cost, including pointing Claude Code at a third-party relay. Here is the command for each one and the bill it sends instead.

12 min
AI

How to train an AI model for your business on a low-end PC

Fine-tuning an 8B model in 4-bit takes 6 GB of VRAM, and ten hours of a rented 4090 is $3.40. The hardware was never the hard part. Writing fifty examples is, and most businesses need retrieval instead.

10 min
Studio

The best way to rank on a keyword is to pick a different keyword

96.55 percent of pages get no Google traffic and 1.74 percent of new pages reach the top ten within a year. Here is what the numbers say to do instead, using my own site's index report as the worked example.

12 min
AI

Will AI replace developers? Look at who is getting hired

Developer job postings are up almost 15 percent since Claude Code shipped, and 71 percent of that growth is senior roles. The squeeze is at the entry point.

11 min
Teaching

Which programming language should you learn in 2026

JavaScript if you want to build things people open, Python if you want data or models. What the 2025 and 2026 rankings count, and the order I would learn in.

12 min
AI

10 best open source AI models in 2026, and what each is for

Ten open weight models grouped by the job each one does, with the licence and the memory it needs written next to it. From two AI products in production.

8 min
Studio

5 ways to earn money as a full-stack developer in 2026

From fixed-scope MVP contracting and monthly retainers to micro-SaaS and technical writing: realistic income paths, backed by developer survey data and live studio experience.

7 min
Teaching

Becoming a full-stack developer after high school

I did a BCA at a college nobody has heard of and no client has ever asked about it. Here is the order I would learn full-stack in, starting from school.

5 min
Studio

The quote is the hard part of the job

I price projects fixed, before I write any code. Here is what that forces me to work out first, and what it costs me when I get it wrong.

4 min
Engineering

MongoDB by default, Postgres when I have to

I reach for MongoDB first on most projects. This is the honest version of why, including the cases where that choice has cost me.

3 min
Studio

A demo you can click beats a status report

Every project I run ships a working demo once a week. It is the only progress signal I have found that neither side can fool themselves with.

4 min
Design

Designing for one thumb

Notes from building BookWorm in React Native. Most of what makes a mobile interface feel wrong is a desktop habit that survived the port.

4 min
Teaching

Learning to read an error message

For students who freeze when the terminal turns red. Reading an error is most of the job, and almost nobody is taught how.

5 min
AI

The model call is the cheap part of an AI feature

Two AI products in production taught me the same lesson twice. The prompt is a day of work. Everything around it is the project.

Showing 21 posts