Tag: Algorithms

Web Development Jul 31, 2026 • 6 min read

A league season is not a long tournament: four product bugs my test suite could never catch

I built a football prediction game for the 2026 World Cup. A month long, 104 matches, one winner at the end. It worked, people played, nothing caught fire. Then I pointed the same app at a domestic l...

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Algorithms

Tech News Jul 29, 2026 • 6 min read

Happy Monoversary!

Dang! Its been a whole year. Doesn't even feel like it. About a year ago I was employed at Techinnover Analytics Ltd, where I had several firsts - but I refuse to mention them here. I was managing sof...

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ChatGPT Algorithms

AI & Machine Learning Jul 27, 2026 • 8 min read

Grounded Search Agents: Microsoft Foundry + Azure AI Search + Cosmos DB + Function Calling

Why "search" isn't enough anymore A plain RAG pipeline, embed a query, hit a vector index, stuff the top-k chunks into a prompt, works fine for a single-turn FAQ bot. It falls apart the m...

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Python ChatGPT

Tech News Jul 24, 2026 • 5 min read

When a Startup Becomes a Lifestyle Brand (And That Should Worry You)

I read about Corgi's latest funding round while debugging a database query at 11 PM, and I had to step back from my monitor. Not because the numbers were shocking, though a $4B valuation after eight weeks of consecutive raises is objectively wild, but because I recognized something...

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Startups Productivity

Design & UX Jul 21, 2026 • 4 min read

When Designers Need Real Tools, Not GIS Nightmares: Building the Bridge Between Code and Creativity

Last year, I was stuck in a meeting with our design team trying to source some vector topographic patterns for a fintech app's hero section. One designer suggested QGIS. Another wanted to buy static SVG packs from some marketplace. A third just started drawing contour lines in Fi...

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Algorithms

Tech News Jul 21, 2026 • 4 min read

Why I'm Skeptical of "Bring Your Own Language" for Fintech Infrastructure

Last month, I spent three days debugging why a Python service was mysteriously losing messages in production. The root cause? A subtle difference in how Python's asyncio and our Node.js message queue were handling connection timeouts. I spent the evening thinking: if we could jus...

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Claude Python

Tech News Jul 20, 2026 • 5 min read

Why I Started Thinking of Data Pipelines as Intelligence Systems (And Why You Should Too)

Last year, I built a tool that was supposed to be simple: scrape some public data, aggregate it, show it to users. It worked. Too well, actually. Within a week, people were using it in ways I hadn't anticipated, connecting dots between data points I'd never intended to link. That'...

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JavaScript Algorithms

Web Development Jul 19, 2026 • 4 min read

Why I'm Finally Ditching JWT for PASETO (And Why You Should Care About paseto-kit)

Last month, I inherited a Node.js backend where the previous team had implemented JWT token validation in three different ways across the codebase. Three. Different. Ways. One dev used the `verify()` without checking the algorithm claim, another hardcoded HMAC when the keys were...

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JavaScript Compliance

Tech News Jul 18, 2026 • 5 min read

The IDE Problem I Didn't Know I Had: Why Lightweight Tools Are Changing How I Work

I spent the last three years telling myself that I needed Visual Studio. Not just "wanted"-*needed*. Every new project, every quick analysis, every algorithm I wanted to sketch out locally, I'd fire it up. Stare at the splash screen. Wait for IntelliSense to crawl through my code...

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Enterprise Software Algorithms

Web Development Jul 18, 2026 • 5 min read

Why We Keep Building Someone Else's Platform: On Attribution, Extraction, and Developer Worth

I was debugging a production issue at 2 AM last week when it hit me. I was solving a problem that some developer at a FAANG company probably solved five years ago, documented in an internal wiki, and never shared. Meanwhile, I'd spend the next three hours researching, experimenti...

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Algorithms