Recent Articles

description: "Building a paper trading terminal with Streamlit, SQLite, and live NSE data. Learn how to create a full-stack trading app from scratch." coverimage: "https://images.unsplash.com/photo-1611974789855-9c2a0a7236a3?w=1000&h=420&fit=crop" c...

Building a multi-agent document-search copilot — Part 2: adaptive Hybrid, and a permission gate after the rank This is Part 2 of two. Part 1# opened on a document-search copilot whose v1 produced muddy results — two retrieval lanes fused into one r...

Building a multi-agent document-search copilot — Part 1: muddy results, and one strategy per query The first version ranked documents badly — and worse, it ranked them badly in a way that looked fine on the architecture diagram. Those are the bugs ...

Lets get into this I have been there and if you are not a newbie, you have probably been there but if you haven't been there, don't worry you will be there. There will always be a time in your life when you inherit code that was written by another d...

Introduction Imagine asking your database: > “Show me the top 10 customers by revenue.” …and instantly getting results without writing a single SQL query. That’s exactly what an AI-powered database agent can do. In this tutorial, we’ll build a...

Originally published on ClickUphttps://doc.clickup.com/20646114/d/h/kp272-200/3cb5a1933d51775?utmcampaign=twvalue1&utmmedium=community&utmsource=twitter&utmcontent=threadvaluetowernter You probably looked at the title and you were like, "huh, this ...

The business landscape has evolved rapidly over the past decade. Companies are constantly searching for ways to launch products faster, reduce operational costs, and focus on their core strengths. One strategy that has gained significant popularity i...

Every developer's first reaction to "we need to sync X to Y and post to Z" is the same: I'll write a script. A cron entry, a few API clients, maybe a queue if it gets serious. It's a fifteen-minute job and you own every line. That instinct is correc...

In the audits I have run, including this site's own, one thing keeps surfacing. An agent that is instructed well, and given the right settings, can take in data and make the correct decision, every time the rules call for it. The capability is real, ...

If your site's main content is images, performance is not a nice-to-have — it's the product. On a photography portfolio, every gallery is a wall of large files, and each one competes for bandwidth, blocks rendering, and drags down your Core Web Vital...

If you're still paying 120 to 200 dollars month for a cable bundle you barely use, you're not alone, and you aren’t stuck. Millions of people have already found ways to watch TV without cable. They spend much less money and enjoy more flexibility, fe...

You did the responsible thing with your robots.txt. You let the search bots in so they can cite you. You blocked the training bots so no model eats your content and paraphrases you to strangers without a link. You confirmed the site was crawlable a...

If you're evaluating GrapesJShttps://grapesjs.com/ for the first time, you've probably hit the same wall almost every newcomer does: the demo looks powerful, you drop it into your project, and then you realize the stock editor gives you a foundation,...

> 🗓️ Last updated: May 2026 — reflecting current production patterns and the OWASP LLM Top 10 2025https://owasp.org/www-project-top-10-for-large-language-model-applications/. Every few years, the software industry rediscovers the same lesson. A new...

title: "Nostr as a backend out of the box: where it fits and where it doesn't" published: true description: "A hands-on review of Nostr as an out-of-the-box backend across real cases: notes, chats, feeds, communities, and organizations." tags: nostr...

Tuesday coding tips are super short posts about various tidbits mainly from C++, but also from other programming languages I use. You can also follow the #TuesdayCodingTips hashtag on Mastodon and Linkedin. Since C++17, one can use nodiscard annotat...

Most developers use AI to write code. Fewer use it to check code. That's the gap worth closing. I've been using a few lightweight habits that have made a real difference to my daily workflow - not by adding overhead, but by replacing the tedious part...

The company page of this site tells a buyer they can read every line before hiring me. An audit business should survive its own promise, so I pointed it at my own site. Four AI agents, all running Claude Fable 5, read the public surface line by line:...

You've tried everything. You've called your local cable company, checked whether fiber is coming to your street "next year" again, and maybe even climbed onto your roof, holding a phone in the air, trying to catch one bar of signal. If you live outsi...

Consistency Testing: Why Contradiction Reveals More Than Agreement Part III of the Synthetic HUMINT sHUMINT methodology series. Part I introduced the four pillars behavioral profiling, probing, consistency testing, and attribution. Part II went deep ...