Engineering posts, tools, releases, and practical dev workflows.
The 27-Day Runway Problem: Why Most Solopreneurs Are 4 Weeks From Closing (And the Forecasting Fix) You have 27 days. That's the median cash reserve for a small business in 2026, according to the SBA and Bureau of Labor
AI is getting faster at generating HTML. That sounds like good news. For most people reading this, it probably is. But there is a group of users for whom faster generation is actually making things worse. Not because the
How to Build a Competitor Monitoring Pipeline in 30 Minutes Stop checking competitor prices manually. Here's the exact stack I use to monitor 50+ competitor URLs in real-time, without getting blocked. What We're Building
El Vibe Coding es un paradigma de desarrollo de software asistido por inteligencia artificial donde el programador deja de escribir código línea por línea y asume el rol de supervisor, corrector y diseñador de alto nivel
Every morning I was opening 8-10 tabs — TOI, The Hindu, Indian Express, NDTV, Moneycontrol, Scroll, The Wire, FT, BBC. By the time I finished, it was 9 AM and I'd lost an hour to context-switching. So I built something t
Internship recruiters know you do not have years of professional experience. They are not expecting it. What they are screening for is different: relevant skills, evidence of initiative, and signs that you can learn fast
What is AutoWealth AI? AutoWealth AI is an open-source, multi-agent investment analysis engine built entirely in Python. It uses three specialized AI agents that analyze stocks from different perspectives, then combines
getdebug ships a secret scanner as part of its free tier — committed credentials are the one finding category we surface without an account, because the cost of a leaked key is high enough that even a 30-second check is
A complete, hands-on guide to version control that actually makes sense Before We Begin: Why Git Matters I'll never forget my first week as a junior developer. I'd been working on a feature for three days when my compute
Product manager hiring is notoriously selective. Top companies receive hundreds of applications per role, and the resumes that get through are almost always the ones that pass three tests: can this person ship products,
TL;DR If your SaaS product calls multiple LLM providers, the invoice from OpenAI, Anthropic, Gemini, Bedrock, or OpenRouter is not enough. You need attribution at the feature, tenant, assistant, thread, model, and provid
A DBOS blog post titled "Postgres is all you need for durable execution" reached the Hacker News front page this week (306 points, 132 comments). The thread split the way these threads always do. One half read it as reli
⚠️ 【待 review】 Why TanStack Query is overrated (and what to use instead) I've been a TanStack Query user for two years. I wrote about it, recommended it to my team, and genuinely thought it was the final form of frontend
1Understanding Sets in Python: A Beginner's Guide Python provides several built-in data structures, and one of the most useful among them is the set. A set is an unordered collection of unique elements. It is commonly us
A few months ago, I was building a documentation site for an internal tool. Users kept asking for a search that "understands" — you know, like typing "How do I reset my password?" and getting the right help article, even
Most profile picture sites have the same problem: too much noise, too little intention. You open one because you want a new avatar for Discord, X, Reddit, or GitHub, and within a minute you are scrolling through endless
I got tired of writing pull request descriptions. Every single PR needs a summary of what changed, why, how to test it. And no matter how disciplined I tried to be, I'd either rush it or forget details. So I thought: "Le
At 2:17 AM, your phone buzzes three times. The product group chat explodes with 9 messages: "Login page is blank, nobody can get in!" You stumble to your computer barefoot, glance at the last release commit — a frontend
Web Security: OWASP Top 10 for Developers (2026) Security isn't a feature you add later — it's built into how you code. Here's what every developer needs to know about the OWASP Top 10. What is OWASP Top 10? OWASP = Open
About a month ago I hit that point in a project where the business logic was solid, the API endpoints were clean, but the test file was a pathetic stub. I had 30+ similar validation functions – each one a slight variatio
The World Changed Quietly In 2023, something strange started happening in programming communities. People who had spent years building their careers around technical excellence began noticing something unexpected: the de
Linux Command Line: The Developer's Survival Guide (2026) The terminal is your superpower. These are the commands and patterns I use every single day as a developer. File System Navigation # === Essential navigation ===
REST API Design: Building APIs Developers Love (2026) A great API is a pleasure to use. A terrible one drives developers away. Here's how to design APIs that people actually want to work with. Core Principles 1. Consiste
npm Scripts and package.json Mastery (2026) Your package.json is more than a dependency list — it's your project's command center. Master npm scripts and supercharge your workflow. package.json Anatomy { "name" : "my-awe
Web Security Basics Every Developer Must Know (2026) Security isn't a feature you add later — it's built into every layer. Here's what every developer needs to know to keep their applications safe. The Threat Model Who a
npm Scripts and package.json Mastery (2026) Your package.json is more than a dependency list. It is a powerful automation tool. Here is how to master npm scripts. package.json Essentials { "name" : "my-awesome-project" ,
npm Scripts and package.json Mastery (2026) Your package.json is more than a dependency list. It is a powerful automation tool. Here is how to master npm scripts. package.json Essentials { "name" : "my-awesome-project" ,
REST API Design: Building APIs Developers Love (2026) A great API is one developers enjoy using. Here is how to design APIs that are intuitive and consistent. URL Design Use nouns not verbs. Use plural nouns for collecti
Every time I wanted to give my small team some internal tooling - a shared task tracker, a place for documents, a calendar, an assistant that actually knew our files - I ended up wiring together five SaaS subscriptions o
Web Security: OWASP Top 10 and How to Fix Them (2026) Security isn't a feature you add later — it's built into every layer. Here's how the top 10 vulnerabilities work and how to prevent them. #1 Broken Access Control //
Web Security: OWASP Top 10 and How to Fix Them (2026) Security isn't a feature you add later — it's built into every layer. Here's how the top 10 vulnerabilities work and how to prevent them. #1 Broken Access Control //
Most engineers build distributed systems hoping nothing breaks. Amazon S3 was engineered under the opposite assumption: that something is already broken, right now, and the system needs to be fine with that. That one min
The most expensive mistake of my career wasn't a line of code; it was a 'yes'. That 'yes' not only cost me money but also severely damaged my reputation, which I had built over years. This was a turning point I experienc
I used to think the best AI food logging flow would be simple: Take a photo, let the model identify the meal, confirm it, done. That works surprisingly well for a lot of meals. But while building MetricSync, I learned th
Big update. The PDF hub is fully built out and a whole set of Office conversion tools just shipped. PDF hub complete (18 tools): Merge, split, compress, rotate, reorder, extract pages, remove pages, watermark, page numbe
Building a Real-Time Chat Feature with Django Channels and React Real-time features have become table stakes for modern web applications. Whether it is a customer support widget, a collaborative tool, or a social platfor
Lets start our discussion from 2010 . Timeperiod 2010 - 2020 we have predictive AI models such as Recommendation systems , customer segmentation etc .. From 2020 the when the generative models were introduced to the worl
Ever felt like your fitness app is just a fancy spreadsheet? You log a high uric acid result from your latest blood test, yet it still suggests a high-protein steak dinner for "gains." In the world of AI Agents , we are
If you’re building a generative AI chatbot, global e-commerce platform, or industrial IoT solution in 2026, picking the wrong database can sink performance, blow your budget, or delay your launch. For years, teams relied
I work on a computer all day. Multiple projects, lots of switching, constant interruptions. A while back I noticed I was losing track of my own work. Not really the big things but mostly the small stuff. The decision I m