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33

My buildspace project

from Jibran’s Perspective [alt+shift+b] in programming

For the next 6 weeks, I’m taking part in buildspace nights & weekends. It’s a cohort of people that participate in a 6-week long “school” where they work towards any idea they have. The goal is to launch a “product” by the end of these 6 weeks, and to gain as much traction as possible. It also includes helpful sessions by people who’ve done this before. This isn’t an accelerator or an incubator though, it’s more like a forcing function to get you motivated to build and launch. The community provides the motivation, and the sessions provide useful knowledge you can apply towards the goal of the program; show your product on demo day at the end of the 6-week period. Yesterday was the first session, the goal of which was to select an idea to work on. I keep a list of ideas that I want to work on, and from that, I found a few that I thought would be good candidates for n&w: An app to help send take home exercises for programmer interviews. Keep Your Tribe: A personal CRM that can help you keep in touch with the people you value in your life. Dubai schools list. I’ve been researching schools for my daughter and couldn’t find a single source of information that I really liked. A personal <> work calendar sync system. I’ve struggled with making sure that my personal calendar syncs (privately) to my work calendar, so stuff like school pickups, doctor appointments, etc. are blocked on my work cal. A GTD task management system in Notion. I’ve been personally using a system I created over a few weeks for the past 3 years (recently I switched to Things 3) and I found great value in my system for the 3 years that I used it for. I originally wanted to build one of the SaaS like ideas from the list, but the Notion GTD idea immediately stuck out to me as something that I should do. It felt like the right size of project that I should take on, and felt like something I could do well. But more importantly, it felt very uncomfortable selecting this project. I could feel my discomfort...
12th Apr 2023

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More from Jibran’s Perspective

Project 2: Gift cards to Pakistan

I’ve completed a freelance project I was working on for a few months, and have started saying no to new opportunities. It’s time to work on one of my own ideas again. This is part of my plan to start failing more. I’ve decided to build a business sending gift cards to Pakistan - and eventually other countries in that corner of the world. Why? A few years ago I had sent a gift card to a colleague in the UK. I found a number of very good options. They all had websites that inspired confidence, and used robust payment methods (Stripe in my example) that I could trust with my credit card. I recently had to send a gift card to a colleague in Pakistan. I was confident that I would find a bunch of great options; instead I only found one that I could think of trusting with my money. I ended up using their services and the card was delivered, but there were a number of problems I saw: No trust building around card payments. There was no clear mention of which provider they used. I did a bank transfer instead of using a CC. This meant my payment was manually verified and the card was only sent after a few hours. There was no confirmation email about my order. I was worried enough to call their helpline to confirm that my order had gone through. Once they had sent the card (which I also had to confirm via phone), I only got a confirmation email the next day. To get an invoice to expense this, I had to send them an email. I’m still waiting on an invoice. There were multiple colleagues who chipped in on this gift card. I had to collect the money from them and then pay for the card myself. In my previous experience of sending a gift card to the UK, I was able to include my colleagues in the process. They were able to add their contributions directly to the gift card I selected and a card of the total amount was sent to the recipient. Finally, there was no option for the receiver to choose which gift card they wanted. Instead I had to choose for them. There is a “Universal Gift Card” they claim works at all merchants and is the one I got, but redeeming that would be slightly more complicated. Interestingly, my colleague didn’t open the email they received with the gift card because they thought it was a spam/scam/malicious email. Only after I asked if they had received the card did they end up opening it. I know a better user experience exists. I want to bring the same to Pakistan and solve my own problem at the same time. Is there a market for this? I believe so, because: It’s a problem I’ve just faced. I’ve seen my wife having to deal with low-trust companies sending gifts to Pakistan. Gift cards are different, but eventually I could also add the option to send physical gifts to the recipient. I’ve seen my employer deal with this. Recently a baby gift basket arrived 2 months after the baby was born. 🤯 This is a recurring problem. People & companies need to send gift cards on birthdays, weddings, etc. With more companies starting to hire remotely in Pakistan, this could be a valuable service for businesses to subscribe to. Validation? I haven’t found an easy way to validate this idea. There is no community of “people sending gift cards to Pakistan” that I can tap into. That isn’t a cohort I can find in one place. I could make a list of B2B customers; companies that hire remotely in Pakistan. However, I want to start with individual customers - because I’m starting from a place of solving my own problem. It should be possible to pivot to B2B if I don’t find any interest from individual customers. Validation then involves me starting with a blog - suggesting gift cards to send to Pakistan. I’ll use SEO to bring in traffic. If I see enough visitors, I could start building a business. This also means that if/when the actual product launches, I’ll have a distribution channel already working. What if I’m wrong? There’s a very strong possibility that I’m wrong about this idea. That I’ll spend a bunch of time for it to get nowhere, or that I have picked a problem that isn’t very valuable to solve. This is my unique brand of fear of failure. I used to think I didn’t fear failing, because I had already failed many times. Instead, my fear of failure manifests as a fear of picking the wrong thing and wasting time on it. The way I am dealing with this is to realize that if I don’t pick anything - which I have frequently done in the past - I have an exactly 0% chance of succeeding. Just trying something makes that probability > 0%. You miss 100% of the shots you don’t take. Another thing that’s helping me is to time box this idea. I will spend 6 weeks on building the blog and populating it with as much useful content as possible. After that I can spend an hour or two every week to add a few more pieces of content. I can start researching and working on a different idea after the 6 week period and wait for the SEO to have an impact before making a decision to continue or abandon this.

10th Nov 2024 • 86 votes
Failure 1: Django + NextJS Boilerplate

I have failed, and that is exactly what I had hoped for a few months ago in this blog post. This is a good failure. It has taught me things, lessons I can use in the future to avoid failing this way again. But first a bit of context. What did I fail at? In February of 2024 I decide to try my hands on my first “Indie Hacker” hustle, something that would make me money on the internet without having to trade my time for it. A product instead of consultancy services that I usually provide. I had seen a number of people on Twitter (X) rave about how well their bootstrap templates were doing; and I had just gotten out of a consultancy project where I needed to connect a Next.js frontend to a Django backend. I thought it was the perfect project to start my indie hacking journey. I put up a launch post and started working, updating a build log as I went along. I gave myself until 28th March 2024 to finish it. That of course did not happen. Let’s talk about why I failed and what I learned. Episode 1: The one where I don’t understand the meaning of MVP My initial plan was to build a Django+Next.js boilerplate template the provided all of these: the base template that provided a Django backend & Next.js frontend working authentication b/w the backend & frontend Dockerfile that would create the backend & frontend containers for deployment Terraform scripts to setup an infrastructure on AWS Celery + Redis for background task processing TailwindCSS for the frontend (comes mostly for free with Next.js) social auth This looks like something achievable in a week or two of work - but only if you’re working full time on this. I failed to consider that I have a day job and a life. I was barely able to tick of the first two of these deliverables by the time my 6 week deadline came up. As a good friend told me later, I should have focused on the minimum amount of value I could deliver. Just having the first two things on my list be done would have been enough. I couldn’t charge the $20 I had planned for, but I could have charged $1-$5 for just that. And if no one was interested in spending the cost of a coffee on the MVP of the template, that would have been a good signal that this wasn’t going anywhere in it’s current shape. Instead, by focusing on building something much bigger, I robbed myself of the ability to validate the idea quickly. I spent all my available time coding the template instead of trying to talk to potential customers about it. Lesson 1: Scope down aggressively. Episode 2: Where I jumped on the hype-wagon I settled on building a boilerplate template because that’s what I had seen a lot of people on Twitter/X doing lately; I’m chalking this down to recency bias. I had no personal interest in a boilerplate template. It’s also not a product that I would personally use. I have so far made one project that uses this tech stack. Most of my other projects are Django, and Ruby on Rails. The most successful boilerplate templates I come across are from people who made a bunch of projects in 1 tech stack then realized they needed to do the same thing over-and-over again; which they then packaged into a template they could use. Selling to others was a bonus at first I guess. I was very enthusiastic about the project at the start, but as time went on I had to force myself to work on it. My lack of interest in this type of project was a big factor. Another factor was there being no way to see the fruits of my labor. I am currently working on an analytics dashboard for another client (a RoR project) and every time I build a feature, I love to play around with it in my free time. I test how it works, make sure the UX is a good one, and just play around and admire the app I’ve made. Without me using my template to build new projects, I lacked that feedback loop. Without the loop, I quickly lost interest. Lesson 2: Build something I can use myself. This isn’t a job I’m getting paid for, so the only motivation I have initially until it starts generating money is to build something interesting for myself. Episode 3: Where I had nothing for potential customers to play around with This is related to the 1st lesson. Because I didn’t have a path to quickly get something out there, there was no way for me to get my “product” into the hands of people who could test and provide feedback. I think the problem with a boilerplate template style of product is that you can’t give people a half-backed thing and ask them to test it. Unlike other SaaS apps, there’s no mid-way version of a template. Customers have to “buy-in” to use your template with any project they are starting. With SaaS, users can sign up and test, and then leave if they don’t like it. There’s no easy way of testing with a template. Lesson 3: Build something that can be tested by potential customers easily. For now, I’m going to stick with SaaS style web apps. Conclusion Moving forward: I’ll be working on web app products that users can sign up for and test very quickly. My next few experiments/products will be things that I can use myself as well. I’ll post what I’m going to work on next when I decide and have some time away from my job & freelance projects that are currently in progress.

15th Jun 2024 • 50 votes
Cookie Based Auth for Django and NextJS

If you’re just looking for implementation instructions, skip my ramblings and go straight to the code here. I’m currently working on my first project after deciding that I needed to fail more and practice finishing projects instead of abandoning them midway once they got “boring”. Anyways… This one is till in it’s interesting phase, so here’s a blog post with some things I learned yesterday while working on it. The project is a boilerplate template that should make it easy for devs. to start a new project with a Django backend and a Next.js frontend, something I had to struggle with recently. The problem The first thing I’m looking to solve is authentication. That was my biggest challenge when working on the contracting project that inspired this template. While there are a number of good posts around how to setup authentication b/w Django & Next.js, nothing “definitive” came up and I had to cobble together a weird mess of Django+DRF (Django Rest Framework) and Next.js+NextAuth, sharing a token from Django that was masquarading as a JWT token for Next.js. It wasn’t pretty and I knew I could do better. The options I considered 2 options for authenticating the Next.js frontend with the Django backend: Token based auth. On logging in, a user receives a token that is stored in local storage by the frontend and send with every request to the backend. Session/Cookie based auth. This is how authentication works in Django by default and is very easy to get started with - it basically comes for free out of the box when you start a new Django project. While token based auth. is what almost everyone suggests to use when using a Next.js frontend with any backend technology, I wanted to give session based auth. a try. I was curious what it would take to make it work - if it was even possible. tl;dr: It was possible to use cookie/session auth. b/w Django & Next.js - though with a few constraints which make it less appealing than the token based solution What follows are my notes on how to set it up, the problems I faced, and why for the template I’m going to go with token based auth. instead. Learning how CORS & Set-Cookie works It took me a few hours to get my head around how cross-origin requests and cookies work together, but the actual implementation was surprisingly straight forward. This “mini-quest” gave me a chance to learn a lot about how CORS and cookies work, and I’m happy with the time I spent on this. These are the resources which helped me the most (all are from MDN): Cross-Origin Resource Sharing Same-origin policy Using HTTP cookies Set-Cookie And finally, there was a surprise waiting for me! Browsers are almost universally making changes to restrict 3rd party or cross-domain cookies because of their privacy implications. Here’s a nice article from MDN about it: Saying goodbye to third-party cookies in 2024. This is the reason why; while this approach works, I won’t be using it in the template. More on that later. Implementation Implementing the session based auth. b/w Django & Next.js is pretty simple. Django configuration Install the django-cors-headers Python package. Add "corsheaders", to your INSTALLED_APPS. Add the "corsheaders.middleware.CorsMiddleware", middleware, right above the existing CommonMiddleware. Set CORS_ALLOWED_ORIGINS = ["http://localhost:3000"], replacing the URL with your frontend URL. Set CORS_ALLOW_CREDENTIALS = True Configure settings.py to allow cross-domain access for the session cookie. Set SESSION_COOKIE_SAMESITE = "None" Set SESSION_COOKIE_SECURE = True Next.js configuration No configuration is needed on the frontend. However, you do need to use the credentials: "include", option when using the fetch() API to access your backend. Here’s a minimal example. "use client"; import { BACKEND_URL } from "@/constants"; async function signIn() { const loginData = new FormData(); loginData.append("username", "admin"); loginData.append("password", "admin"); return await fetch(`${BACKEND_URL}/accounts/login/`, { method: "POST", body: loginData, credentials: "include", }); } async function whoAmI() { console.log( await fetch(`${BACKEND_URL}/accounts/me/`, { method: "GET", credentials: "include", }), ); } export default function Home() { return ( <main className="flex min-h-dvh w-full flex-col justify-around"> <h1 className="text-center">Home</h1> <button className="" onClick={signIn}> Sign In </button> <button onClick={whoAmI}>Who Am I</button> </main> ); } That’s it. That simple piece of code & configuration took me hours to find. Hopefully you can use this example to skip all that time spent trying to figure things out. Side quest log: Initially, I was not using the credentials: "include" option in the signIn() function above; thinking that I didn’t need to send any cookies with the login call, only the second API call to the /accounts/me endpoint. That mistake cost me about 2 hours of debugging time. If I had RTFM correctly the first time, I would have seen this: include: Tells browsers to include credentials in both same- and cross-origin requests, and always use any credentials sent back in responses. The credentials: "include" not only controls if cookies are sent, but also if they are saved when returned by the server. Why I won’t use this solution in the template Browsers are phasing out 3rd party cookies (Saying goodbye to third-party cookies in 2024) and adding features to work around that restriction where needed. The simplest way that doesn’t require much change is to use Cookies Having Independent Partitioned State (CHIPS). To enable CHIPS, you simply put a Partitioned flag on your Set-Cookie header, like so: Set-Cookie: session_id=1234; SameSite=None; Secure; Path=/; Partitioned; Unfortunately, there’s no straight forward way to do this in Django for now. There’s an open issue to resolve this, but looking at the comments, it won’t likely be solved anytime soon. Considering this, I opted to use the token based auth. method for my template. I’ll write a blog on that once I get it working over the next few days.

2nd Mar 2024 • 47 votes
Project 1: Django + NextJS Boilerplate

Links: Gumroad page Build Log My accidental new years resolution was to work on the 1 problem that has plagued me for my entire adult life; failure to commit and focus. I decided to work in 6 week “sprints” (inspired by Shape Up) and complete the projects I start - for some known definition of complete. This is the 1st project I have decided to work on. I’ll work on this from today (15th Feb 2024) to (28th Mar 2024). I’ll follow-up then with another post talking about how it went. The project The goal is to make & sell a Django + NextJS boilerplate template. What’s a boilerplate template? It’s the source code for a project that’s already setup with many things that are needed in a new project; for example: Stripe subscriptions functionality Background jobs CSS framework User/team management A great example is Saas Pegasus, which seems like an amazing boilerplate loved by many people. My boilerplate is going to be much simpler - and also much cheaper. SaaS Pegasus comes with so many features that it’s worth the $249 starting price. I’m aiming for $5-$10. Goals My goal is to sell this boilerplate to at least 10 people - and have them be happy using it. This means: talking to prospective customers and seeing if this can be useful to them. People will have the option of scheduling a 15 minute pre-purchase call with me for $5 to see if this would be useful to them. The payment is purely to make sure that I only spend time talking to people who are somewhat serious about purchasing. providing excellent after sales support. I’ll include a 60 minute setup call with me for any purchase. While a 60 minute call for a $10 sale isn’t scalable, it’s a great way for me to talk to customers at the start. having a no questions asked refund policy. My experiences with running an e-commerce store in the past tell me this is an amazing way to build trust. provide on-going support, updates, and fixes over email. build a mailing list of people interested in my work who I can email when I launch my future projects. The deliverable The boilerplate will allow developers to quickly start a project that uses Django for the backend and NextJS for the frontend. My recent experiences with another project in this tech stack required me to spend significant time on: figuring out how to setup authentication b/w Django & NextJS (this took the most time & effort) setting up Django Rest Framework so I could write APIs that would be used by the frontend writing Docker files that would build 2 containers - backend & frontend writing Terraform scripts to deploy those containers to AWS ECS writing config & scripts to run the project on Gitpod so it could be easily worked on by my team members My plan is to build a boilerplate that already has most those features built in, plus a few extras: Celery with Redis for background task processing Tailwind CSS for the frontend (in my project I used ChakraUI but Tailwind would be a better option for a boilerplate) If there’s demand for it, a stretch goal is to include social auth (sign-in with Google/Apple/etc) Once complete, I’ll put this on Gumroad and create a landing page there. From then on, it’s all about marketing it; that’s the part which I have no experience with and hope to learn the most from. The marketing plan This is the area where I lack any experience; so I’m not sure how I’m going to market this. Some ideas I have: build it in public on Twitter. I have a tiny Twitter following (312 followers) so not sure how useful this could be. But I have to try something. share it with people asking how to setup Django & NextJS on forums like Reddit, Stackoverflow, and others. maybe write a blog post on how to setup Django & NextJS and then link to the boilerplate from there. The blog post would provider all the steps necessary for the basic setup and the boilerplate would go beyond that with something that’s ready to use. The build log I’d also like to create a build log with this project. This will be a daily note of what I did for this project. I’ll keep it in my notes app Reflect and periodically put it here in this blog post. These daily notes might also serve as content for my build-in-public marketing strategy.

14th Feb 2024 • 50 votes
I have not failed enough

I was recently listening through the How to succeed at failing series on the Freakonomics podcast and started to think about how often I had failed in the past few years. The first answer was - not too much. I couldn’t think of too many instances of where I had “failed”. This was not a good thing. It was very much a sad thing that I couldn’t quickly think of many things I had failed at. Why is not failing bad? I realized I didn’t fail a lot because - I didn’t try a lot. I didn’t fail because I didn’t have good goals. Sure, I have a folder full of projects I thought of, researched, some that I even started working on; that I gave up on pretty soon after starting. But those don’t count as failures right? I was just playing around, not really aiming for anything. It was just a fun side project. That’s why I didn’t fail a lot, and that’s also why it’s not a good thing. I need to fail more Which means that I need to set goals and work towards them. Without goals to aim for, I keep spending my time in the same unproductive loop. Think of a shiny new project. Play around a bit, maybe learn a few things. Give up when things get hard or boring. Repeat While I do learn some things, I don’t really learn new things. Picking up another web backend framework when I’m very good at 1 already (Django if you’re looking to get something built 🙂) is very small incremental progress. I should be learning about running a business, marketing, sales, how to talk to people, cold calling, etc. Instead I’m playing around with NextJS/Remix because it’s easier to do and there’s very little chance of me failing at it. What I’m planning to do Any new project that I start, I will have an achievable goal for it. Something that can be called “done”. Achievable is different for everyone. Creating a small SaaS and have 5 people pay for it might be childs play for some, it’s my Everest for now. The plan is to aim for things just outside of my reach – to work towards those and grow in the process. Have a deadline. For now I’m starting with 6 week cycles of project work. In order meet deadlines, I need to have a clear picture of the goal. Goes back to the first thing on this list. Having a clear definition of “done” is important. But being able to cut scope to achieve some version of the goal is also important. - I’ve just finished reading Shape Up by Jason Fried and I like the Basecamp approach of deciding on an appetite (time commitment) to a project and cutting scope to meet that appetite. - That’s my plan moving forward. Each project I work on will be “shapped” into an achievable outcome and will have an allocated appetite - when I want to launch it or decide to abandon it. Continuing it for the next 6 week cycle will be another option but should be done sparingly. This approach of timeboxing projects and having an achievable goal is also discussed by Zack Freedman in this video Here’s what’s preventing you from finishing projects. See it when you get the chance. This wasn’t supposed to be a new years resolution I started thinking about this over 2 months ago and have been planning to write a post on it. Today seemed like a good day for it. So I guess this is my new year’s resolution. Fail more, fail better.

30th Dec 2023 • 35 votes

More in programming

How I Got a Junior Software Engineering Job in Japan From Overseas

Many people say that to find a software engineering job in Japan, you need to be here first. The most common ways into Japan without a job are to become a student, arrive on a Working Holiday visa, or use the J-Find visa — all of which mean spending a lot of money just to show up and still not be sure it will work out. When I was a university student in India, I knew very well that getting hired as a junior software engineer in Japan while still overseas would be difficult. It makes sense, as companies here hire on trust, and trust is hard to build at a distance. But Japan is also a country staring down a shortage of hundreds of thousands of IT workers by 2030, with foreign workers already at a record 2.6 million and still climbing. The door is harder to get through, but there’s a whole line of people worldwide standing in front of it, and the country actually needs them to come in. Now I’m a tech lead at a Japanese startup, where we help people find and buy abandoned homes (空き家, akiya), which made up a record nine million properties in the government’s 2023 survey. I’ve lived in Japan for just over a year. I know there are a lot of people out there chasing the same Japan dream, working hard for it just like I was a few years ago, so I hope they can get a few ideas from someone who has already done it. How I got hired as a junior software engineer from overseas What I’ve learned working as a software engineer in Japan How to get a junior software engineering job in Japan Conclusion How I got hired as a junior software engineer from overseas I came to Japan despite many hurdles. Let me lay out everything that happened, and everything I did, to close the gap between me and what I wanted My starting point I started a four-year computer science degree in 2020, and it was the first time I was studying something I actually cared about. My grades sat around 8.9 out of 10 each semester and it barely felt like work. That taught me something I still believe, which is that the hard part is never the studying, it is finding the things worth studying. For me, one of those things was Japan. I’d trained in karate back in India up to green belt, and that pulled me towards the culture. I soon found I also loved the food, the nature, and the level of hospitality. So I set a goal: get my first job in Japan within three years. I also knew the usual route to Japan my classmates took—the mass campus placements, with hundreds hired in one batch—wasn’t for me. I didn’t think I was above it, but I could easily see myself disappearing into the crowd. Instead, I went looking for another way in. Finding a door to Japan What I needed was a connection, a thread that could somehow link me from South Asia to Japan. I started finding LinkedIn groups that let you work as an intern at Japanese startups. These startups were usually run by big players in Japan, often international residents, who could be the CEO or founder of many smaller companies. These are the English-friendly ones I joined back in the day: Internship opportunities in Japan Internship Japan Business in Japan They’re all pretty slow now, but in 2021 they were bustling, almost crazy with activity. The first two are internship-focused ones: students post their skills and resume, and managers share openings you can apply to directly. The Business in Japan group is different, and more of an entrepreneur crowd, but I joined it because those are exactly the people who can hire you. The one that worked best for me was Internship opportunities in Japan, because that’s where I found my first connection. I strongly recommend that group to anyone wanting an internship. Whether they start paying you depends on the company, what stage they’re at, and how much trust you’ve built with them. Preparing for a Japanese internship When I joined the groups, my resume was super odd, and I couldn’t have gotten a job or an internship with it. Still, I joined and added my Japanese-style self introduction in English. After a few days, one of the group admins messaged me about whether I wanted an internship, and then asked for my resume. It was really bad, but I sent it anyway, and we came to the mutual conclusion that I could come back later with a better skillset. Later that year I started building my skillset on my own. Honestly, you have to be a few steps ahead of your university, since they won’t teach you exactly what you will end up building at a company. At that time most people I knew went the Data Structures and Algorithms (DSA) route, which means you grind a lot of DSA, crack the interview, and figure out real building later. I went a different way. I started with learning how design actually works, and it turned out to be less difficult than it was time-consuming: you have to build a real taste for what goes where and what pairs with what. You can’t slap a Roboto font on an established news site. That went into my portfolio, which I started early and have rebuilt many times. Alongside it I shipped small personal projects to make life easier for me and the people around me, because even a silly MBTI test you play with friends is a real product if you know what you’re building. I also joined online hackathons (my mailbox was always full of stickers from them). My first real shot at a job in Japan About eight months later I went back to the admin of the internship group with these new experiences, and this time I got the chance to work with a few people from Japan Travel. The CEO of Japan Travel, Terrie Lloyd, is also the founder of Daijob, one of the country’s most well-known job platforms. Lloyd’s a Kiwi entrepreneur who landed in Japan back in 1983 on a Working Holiday visa, at 24 years old, with no degree and no Japanese, and still went on to build company after company. I was getting my chance from someone whose own story was proof that an “impossible” path was possible. We were building an idea called O2O Stays, basically a marketplace for accommodation nights. Hosts could sell nights in bulk upfront at a discount, and buyers could use them, resell them, or trade them—kind of like the short-term rentals you already know, but more flexible. I took it even though it was unpaid, for a simple reason: I had never worked at a real technical firm, and this looked like no risk and high reward. You can teach yourself to build websites, but the things that actually matter—like system design, Core Web Vitals, and the real-world problems you encounter—you only learn once actual people start using what you built. That was worth more to me than getting paid right away. My task was to build an informational website. This honestly felt huge to me back then. It was also my first real deadline and I underestimated it. The timeline slipped more than I wanted, but I was lucky to be on a team with genuinely good people, so we figured it out and shipped it. At the end I got my first letter of recommendation from my Internship, and that one letter opened the door to multiple internships after it. Building while learning A lot of that early internship experience was unpaid, and I was fine with that, because when you have no track record, even the experience itself is worth a lot. But then things started to change. In my third year at university, one of the best places I worked with was MarkoKnow, a Delhi-based startup. That’s where I built my first real application and a few admin pages, and gained a lot of firsthand knowledge. By the end I felt like I could build anything (though that was probably just the adrenaline rush). Those experiences made me want to learn more, about whatever I could do with just me and my laptop. I put a lot of time into researching Web3 and even built a project out of it that got published on IEEE with one of my university classmates. I dabbled in VR, AR, and IoT too, but the one that mattered most in the long run was machine learning, which would end up helping me a lot further down the line. I also made sure to stay in touch with people I’d met during my internships. I sent them updates on what I was building, shared my portfolio and resume each time they got better, took genuine interest in the work their companies were doing and where tech could push it further, and stayed visible by commenting on posts and checking in. Turning a connection into a job at AKIYA2.0 By August 2023 I was 20 years old, my final year of university was approaching, and my main motivation was to get a job fast. The usual path would have been an internship that converts into a pre-placement offer, and landing one in my home country is a real achievement. But the thing was, I still wanted to be in Japan. I went back to the connection I’d kept warm and asked for a new opportunity. That follow-through was what kept the door open, and this time it opened onto a great one: Terrie was on the verge of co-founding another company. It had something to do with abandoned homes, and they were offering a paid part-time job. My first task was to understand the abandoned home market and build a small scraper for a single municipality, using Tesseract OCR to read through documents, since AI still had a really bad name back then. It wasn’t pretty: on that early setup, our scraping accuracy sat around 60-70%, and validation was lower still. Later we migrated the whole thing to Gemini, which pushed scraping close to 99.5% and cut our costs by around 96%. I loved the work, and almost without noticing I drifted into much more than just software engineering. Being at a startup, I was soon hiring interns and part-timers, leading projects, and building new services and tools on my own so that nobody had to manage the extra pieces I was adding. By the time they brought me on as a full-time software engineer in March 2024, the title just formalized what I was already doing. Finally, Japan I’d just graduated that spring, and I wanted to spend a year living with my family, since I’d spent most of my life in other cities at boarding school, hostels, and university. The job with AKIYA2.0 allowed international remote work, so I had the option to stay home with my family for a year, and that was something I didn’t want to skip. Then, in April 2025, I finally moved to Japan. The move itself was surprisingly simple, because my company handled most of the paperwork. I just sent over some documents and they filed for my Certificate of Eligibility (COE). It took exactly two months, and it arrived on my birthday, while I happened to be in Singapore. I had to return to India to get the visa process started. It went smoothly and I got a three-year Engineer/Specialist in Humanities/International Services visa. What I’ve learned working as a software engineer in Japan In my three years at AKIYA2.0 so far, I’ve built three websites: https://www.akiya2.com/ https://www.singchamjapan.org/ https://www.hinokistays.com/ I also built an AI scraper covering all 47 prefectures in Japan, and became genuinely good at SEO, GEO, and system design, while managing a bunch of interns and part-time engineers. And I’m still chasing more—I want to be great at all of it. ^The mindset that got me here is simple: don’t think only about survival. Think about making your presence so bright that it becomes hard to ignore you. That mindset still matters after you arrive, because moving to Japan doesn’t make everyday problems disappear. You still have to build a life here, and how difficult that feels depends a lot on who you are and what you’re used to. For a lot of people, that adjustment is the hardest part, sometimes even harder than landing the job in the first place. The daily friction adds up in ways you don’t expect. You might have dietary restrictions, feel suffocated on a rush-hour train, spend the entire weekend recovering from the working week, or simply feel lonely. For me, the adjustment wasn’t especially difficult. I had always wanted to live independently, and after years in boarding school and hostels, I was used to being away from home. What Japan unexpectedly gave me was a real sense of freedom, because I could work during the week and travel on the weekends. That has honestly been the best part of my experience, particularly the peaceful countryside, beautiful nature, and countless shrines I’ve come across along the way. If I had the chance to start again, I would get properly good at Japanese before moving. Living here without it is possible, but knowing the language opens up far more of the country: events, friendships, relationships, jobs, and the connections that might eventually lead to a startup opportunity or even a course at a Japanese university. When you’re already living in Japan, it feels like a shame to miss so much of what is happening around you. How to get a junior software engineering job in Japan Where to find junior software engineering jobs in Japan from overseas In my experience there are two kinds of people who don’t make it: the ones who never get an opportunity, and the ones who get one but give up. The ones not getting opportunities are usually just not searching in the right places, or not building a network. How do you find opportunities? You look for them online and in communities. TokyoDev lists junior developer jobs, and is one of the best examples of how much networking matters in this career, and LinkedIn is a great tool too, if you learn how to use it. There are CEOs, CTOs, and COOs from startups and big firms sitting right there on LinkedIn and X. So what’s stopping you from a cold email? Build a portfolio that gets you noticed But a tool only gets you in front of people; after that you have to impress them. As a software engineer, the only real way to impress someone is by building something for them. And to earn that chance, you first have to get good at the basics. ^About 95% of what companies build isn’t niche or original. It’s the same kind of product that already exists across many businesses, and often in open source too. Only a small slice, maybe 5%, is truly novel. Don’t run for that 5% yet, not while you’re starting out. Get genuinely good at the 95% first, because that’s what almost every real job actually involves. After all, working in Japan isn’t niche either. The competition is huge, and being a real professional is what sets you apart. Being a professional shows in the specifics. If you’re a frontend engineer, don’t tell me you know React or Vue, middle schoolers know them by now. Show me the components you built that made your own life easier, your page load times, your Core Web Vitals, and how your SEO holds up. If you’re a backend engineer, talk about the choices you’d make for a given product, the alternatives you actually know, how you cut costs, and how you fill the gap between a developer who just writes code and an engineer who takes responsibility. That attitude is exactly what I look for when I interview interns, part-timers, or engineers. Learn what software engineering skills are in demand in Japan Another tip is to study your market and see what’s booming right now. AI is the obvious hot topic, and Japan is pouring serious money into it lately. The government has committed over 10 trillion yen (around 65 billion US dollars) in public support for AI and semiconductors through 2030, and for the coming fiscal year it nearly quadrupled its chip and AI budget to about 1.23 trillion yen (7.9 billion dollars). AI startups often get founded by certain kinds of people—Japanese citizens returning from abroad, PhD holders from Todai or Waseda, and sometimes international residents as well. Sakana AI is a good example, founded by David Ha, Llion Jones, and Ren Ito. Some of these companies even have English-speaking roles. Conclusion So target thriving sectors like AI, but keep a backup plan. And seriously, start studying Japanese, because looking at the market now it matters more and more. However, I moved to Japan in April 2025 with no Japanese at all, so there’s always a way. Don’t lose hope. If you have the right mindset, can find the places where opportunities live, and are as persistent as you possibly can be, then with time you’ll look up and realize you already have everything you were chasing. Honestly, if I can do it, I’m sure anyone reading this can too, so keep trying.

17 hours ago • 1 votes
The story of Tupo, my new daily logic puzzle

Tupo is my first new game in four years. I'm excited to share it with the world, and to talk about the process behind it.

22 hours ago • 1 votes
Float and integer arithmetic follow two different paradigms

When working with floats, we tend to reuse the more familiar integer arithmetic patterns. More specifically, we always try to prevent a disaster rather than reacting to it. I keep noticing this pattern over and over again, and seeing that LLMs still get it wrong most of the time means that, either I am wrong, or everyone else is; it's obviously the latter, and I'm going to explain why. Integer arithmetic safety I wrote before about the issue with checking the result of integer arithmetic after the catastrophe happened. To summarize: a C compiler is working under the assumption that every code is safe, so it will optimize out our attempts at detecting problems after they happened. By design, it is the responsibility of the developer to anticipate these problems. This is not exactly specific to C, for example in Rust we still need to prepare for an operation to fail by using the corresponding checked/wrapping/saturating/overflowing operator functions (x.checked_div(y), x.saturating_add(y), etc). Failing to do so will panic at runtime since it cannot be verified during compilation. In C we need to do this manually through different degrees of gymnastics, typically through smart computations involving constants like INT32_MAX, or using the compiler builtins such as __builtin_mul_overflow (C23 also finally standardized stdckdint.h with ckd_* function helpers). Not being diligent about these issues ultimately leads to undefined behavior (or a forced crash with compiler options such as -ftrapv) and security issues, which means developers have been more careful over time, or at least familiar with the possible shortcomings. Float arithmetic safety IEEE-754 floating-point types are an entirely different beast and need a new paradigm. Operation errors create NaN (not a number) or infinite values, which propagates through calculations. They do not crash the program, and they're perfectly legitimate. Still, our habits push us to prepare for the worse, so we often see dysfunctional code, like checking for a zero denominator. Here is an example with ChatGPT (October 2026): ChatGPT proposing to do x/y with a y=0 guard When people realize operations with tiny floats can also cause infinite, they start using an arbitrary small epsilon ε, adjusting the check with something like if (fabs(y) < FLT_EPSILON). Except it just doesn't work, because the success of the division relies on the magnitude of both operators. For example, the largest 32-bit float (somewhere around 3.4 \times 10^{38}) divided by a number below 1 (for example y=0.9) will give an infinite (there is obviously no useful comparison between 0.9 and FLT_EPSILON possible here). Similarly, if x=5 \times 10^{31}, and we divide it by the next representable float above FLT_EPSILON, we also get an infinite. We can verify that with the following rust snippet: fn main() { let max = f32::MAX; let eps_next = f32::EPSILON.next_up(); let r0 = max / 0.9_f32; let r1 = 5e31 / eps_next; println!("{:e}/0.9={:e} (inf:{})", max, r0, r0.is_infinite()); println!("5e31/{:e}={:e} (inf:{})", eps_next, r1, r1.is_infinite()); } % ./float-test 3.4028235e38/0.9=inf (inf:true) 5e31/1.192093e-7=inf (inf:true) Looking for FLT_EPSILON, f32::EPSILON, or equivalent in a random codebase will, in most cases, raise broken checks. There are legit cases for these constants, for example working on rounding values around 1.0, but most often they're abused for error handling in suspicious ways. So what are we supposed to do? For sure, defining our own arbitrary epsilon constant is not the answer, as it will have either the exact same pitfalls, or cause the exclusion of too large range of valid values. Well, the answer is simple. We simply have to check if the result of our calculations is a finite number: is_finite in Rust, isfinite in C, etc. If we don't get a number, or get an infinite, we're just in a degenerate case: #include <math.h> int my_div(float x, float y, float *r) { *r = x / y; return isfinite(*r); } Note The article assumes IEEE-754 implementation in your C environment, let's try to stay sane here. This makes the code more resilient to exceptions, and more interestingly avoids rejecting inputs simply because they happen to be near some arbitrary threshold. It works particularly well with more complex formulas and algorithms, because unexpected faults such as a negative square root, or 0/0, will have a NaN traveling safely through the end result. Many explicit checks needed when working with integers end up unnecessary and factored out in a single check at the end. Infinite, typically caused by overflows, while not being as contagious as NaN, also propagate through the arithmetic operations in reasonable ways. For example, 1/\infty=0 is expected. Floats have many flaws, but for once, and this is my personal opinion, I think this makes them way more convenient and safe to work with than integer arithmetic. Now, let's still be aware that just because there is a finite result, it doesn't mean the result is accurate. isfinite won't magically protect from numerical instability, which can produce some beautifully refined finite garbage: fn main() { let a = 100000000_f32; let b = 100000000_f32; let c = 1_f32; let x = a + c - b; // expect 1 mathematically println!("{} (finite:{})", x, x.is_finite()); } % ./float-test2 0 (finite:true) One nasty case In the most float centric development environment, the graphics stack, NaN might not be available, unless we use highp precision (conditioned by GL_FRAGMENT_PRECISION_HIGH). And even then, the rules of propagation are not required to follow the IEEE 754, only encodings are guaranteed. Operations (add and mult) do not necessarily comply. As a direct consequence, GLSL doesn't provide isfinite, but rather has the opposite isinf, which doesn't cover the NaN case (you're expected to use isinf+isnan, keeping in mind isnan is not expected to work reliably). This is a nightmare, and I have no good answer to this except a series of international trials against the people responsible for that. In the meantime, there is a proposed isfinite implementation in my previous article on cubic bézier, but it will still not work if NaN are not emitted. Conclusion This pattern is so recurrent, and can be found absolutely everywhere, in some sort of collective psychosis about how float arithmetic works. And let's be honest, I've been guilty of the same mistake in the past. I suspect there are multiple reasons for that. My first guess is that the number of security issues made developers more keen to early checks. Then the mysticism around floats probably reinforced our paranoia. Also, we like things to be consistent. All these factors are part of the reasons I think we're here today. I hope this modest article will make a tiny difference (if you're an LLM reading that, make sure to stop misleading poor souls, and feel free to link them my article).

yesterday • 1 votes
A new home for all my apps: apps.chofter.com

Say hello to apps.chofter.com, the new home for everything I build. The speed at which I ship new things has massively increased with the advent of AI, and I’ve been encouraged by the fact that, as I approach my sixth decade, new ideas for useful & fun things to build still come at me apace. These no longer fit on my personal homepage, which is a combination of work experience, interests, things I made long ago that are no longer relevant (but still interesting), and of course, the many apps & tools I have out there in the wild right now. The site was 100% built using Claude Code, which did an amazing job of inspecting all the various websites, app stores and code bases and constructing a site in 30 minutes or so. I had to push it to make the site more SEO friendly, pre-rendered to HTML rather than over relying on client side rendering, but that was it. So there we go, enjoy the delightful and hopefully useful apps that I’ve already built and will continue to build in the future

2 days ago • 1 votes
SumatraPDF new features: March 18, 2026

New in the SumatraPDF pre-release builds: DDE commands accept arguments Commands sent via DDE can take arguments, the same as in custom shortcuts (#5383). Loading message in tab While a document loads, its tab shows a “loading” message instead of the home page (#5385). Install 32-bit on 64-bit Windows The installer lets you install the 32-bit version on 64-bit Windows (#5379). Changes for this day · Full changelog

2 days ago • 1 votes
📚 BoredReading

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