20 posts
34 minutes read26 May 2026
My agentic engineering workflow has changed in the recent past, the models are better, there is much more freedom in choosing the harness, selecting the abilities and actions you could provide. - Pre-planning, pre-idea, pre-everything - The first chat with the agents - The first chat on the terminal - Setting up the Opencode environment - Doing Light research, deep research - Model choices while...
5 minutes read08 May 2026
You’ve heard of TDD, and more recently also SDD (spec driven development)… but have you heard of HDD — aka Hammock driven development? I recently came across a video gifted to me by the YouTube algorithmic gods with a catchy enough title that sounded more like a “honest bait” than a clickbait, it was titled: “Hammock driven development”, talking about an alternate approach to software...
2 minutes read18 Apr 2026
The AI sandwich technique outlines a process where certain phases of product development are led by AI agents, while others require human intervention. The phases led by AI agents include planning, coding, reviewing, testing, and creating pull requests (PR). These tasks are automated to enhance efficiency and consistency. In contrast, the phases that should be human-led are brainstorming...
7 minutes read11 Apr 2026
I’ve updated my writing process and workflow for 2026, and the main reason I am revisiting it is because the process itself has started to change in a meaningful way. Writing is no longer just about producing an essay. It has become a feedback loop where each draft I produce also acts as training data. I’ve naturally been interested in the gap between what AI generates and how I would naturally...
13 minutes read06 Apr 2026
You have an interesting thought in your head, and you want to get it out there, open, out in the internet. It's spiky, and has all the right characteristics for titillating the audience, hoping to convince the reader of an opinion. When you're in the heat of the moment, and having this word-burst moment, you ask yourself to think twice before you hit publish, and now that you think about, it does...
16 minutes read03 Jan 2026
At the start of the year, the CEO of Anthropic had made a prediction that 90% of code in enterprises would be written by AI by September. Now that we have crossed September, we now know that the prediction turned out to be false. As Ethan Mollick mentions, he only seems to have been off by a couple of months (this was recently posted by Boris, the creator of Claude Code) where he mentions 100% of...
3 minutes read07 May 2025
Ever found yourself with dozens of draft essays in Obsidian but no clear idea which ones need the most editing work? I did, and that's why I built EditNext - an AI-powered plugin that ranks your markdown files based on how much editing they need. The EditNext plugin uses LLMs and linguistic analysis to evaluate your drafts, providing a prioritized list of which documents deserve your attention...
3 minutes read02 May 2025
Some vibe-writing maxims: - While writing, have two windows open: one for the writing, and the other one for ChatGPT. Previously he used to consult ChatGPT a couple of times for internet research, but now the role has transitioned to be a more conversational thought partner, helping you riff-raff on the idea for the essay. (Let's say you're writing an essay about tarrifs, and you want to...
3 minutes read25 Apr 2025
I’ve been refining my writing and publishing workflow to the point where it feels effortless. It combines Obsidian for writing, AstroJS for building the site, and Cloudflare Pages for deployment. Everything now lives locally, in plain text, structured neatly for both creative flow and technical control. And this is partly inspired by Kepano's adherence to the local, plain-text format: > File over...
7 minutes read08 Apr 2025
Building apps with AI-assisted coding can be quite tricky if you start with a blank empty space. Previously I used to prompt the LLMs like a rookie by saying "fix this, add this, build this", and so on. And this is usually frowned upon in the developer circles, and it seems to be quite an irresponsible way to do AI-assisted programming. But "vibe coding" has so much more to offer to this world,...
4 minutes read19 Mar 2025
If superintelligence has already been commoditized and neatly packaged into the workforce, what would our renewed "mediums of message" look like? To understand the shape + form of medium 2.0, we might need a quick detour through the history of mediums and 'what has been.' We've experienced revolutions and centuries of evolution in how we communicate — In ancient times, communication was primarily...
9 minutes read15 Mar 2025
AI-assisted coding has this strange phenomenon of making the 10x developer, a 100x one. For the rookie, it's either a hit-or-miss, and you usually end up with a lot more slop and hallucinations. I've been building various tiny apps, scripts, and projects by vibe-coding it, and I seem to have got marginally better at it. I've developed maxims that have proven effective in 'taming the dragon':...
4 minutes read14 Feb 2025
My last year's resolution was to learn how to build on Rails. I taught myself the basics by following some courses, but nothing really stuck with me. I wasn’t building apps; I was getting into a tutorial rut. I needed a better way to learn, akin to being pushed into the river with a swimming instructor. So, I discovered the Founder/Hacker course, which provided more tactical insights into the...
4 minutes read14 Feb 2025
The first draft usually generated by AI is so devoid of your style and personality, and to get to the stage where it even comes remotely close to that requires a lot of fine-tuning, and custom prompts. Last week, I was looking at various ways in which I could "style transfer" my writing style to AI generated drafts. Due to the time consumed in style-transfer, I ended up writing on my own. (Read...
2 minutes read14 Feb 2025
Analysing codebase and understanding the patterns followed at a top level has become surprisingly easier nowadays with the help of tools such as Gemini (for larger context windows), Gitingest (to convert codebases to simpler markdown), and Mermaid.js (for visualising mermaid diagrams). This is how I would approach understanding a fresh new codebase in order to take a cursory look: Use Gitingest...
2 minutes read13 Feb 2025
I used to run my blog on Ghost CMS hosted on a Digital Ocean droplet for $20/mo. Now I do all that for $0/mo using AstroJS, Cloudflare pages hosting. I didn't make any major tradeoffs, I just ditched the old way of relying on third party services to serve my software needs. And I fancied the idea of building my own site from scratch by just vibe-coding all the way — By just talking out loud to...
4 minutes read07 Dec 2024
Imagine you're building a house. You could break down the act of building into various steps: first comes the foundation, then the framing, then the roofing, and the plumbing, and the wiring, and so on. Or you could try to do it all at once, ordering a jumble of materials and hoping they somehow come together into a structure. When I instructed Claude/Cursor to build an app, I did something...
10 minutes read05 Dec 2024
In this tutorial, I will take you through my current process of deploying a Rails 8 app with some careful design choices: 1. React: Best design engineering stack for those itching to add some front end flair. React is also very LLM-friendly since it's trained on vast amounts of WWW data, making it a popular choice for building front end using text prompts. I replaced the 'V' in the 'MVC' using...
3 minutes read15 Nov 2024
While designing health campaigns for Noora health's work in Indonesia and Bangladesh, I was overseeing the health communications strategy for pregnant and newly-delivered mothers. There were messages in a specific format that needed to be rewritten in a more easy to digest Whatsapp format appealing to the people of Bangladesh. My usual default response to such tasks would be to open a tab on...
26 minutes read14 Aug 2024
Intended Audience — For those who are in a transitory phase in their careers, looking for their next big leap of faith. This is a guide to harvest opportunies in a systematic fashion In the past seven months since I'd shifted to London, I've been on the lookout for harvesting opportunities around me. I deliberately avoid using the term 'job hunt' here, as I sought to broaden my scope beyond...