⚡ Micro-lesson Articles

Bad Design Is Quietly Killing Startups That Have Good Products Continue reading on Medium »

Analysis across four LLMs reveals how citation and mention behavior differs, and why it matters. The post The Ghost Citation Problem appeared first on Search En

Microsoft patched CVE-2026-21520 on January 15, 2026. Three months later, the headline still ran: "The data exfiltrated anyway." That phrase deserves more atten

I spent years in the gaming industry learning that characters are the reason people come back. Features rot. Graphics age. A character people can't stop thinkin

When someone clones a SaaS boilerplate, they spend the next 3 hours clicking through provider dashboards, dropping env vars into .env, and debugging why pnpm de

If you run an online store, you already know how easy it is to get buried in tools, tabs, and “urgent” tasks all day long. You’re checking orders, watching camp

If you've ever tried using ChatGPT to answer questions about your company's docs or codebase, you know the pain: hallucinations, half-right answers, or just pla

TL;DR I built a local AI gateway using Envoy, Rust, and Kubernetes to understand how AI traffic actually works. It broke multiple times. I fixed it. I learned a

A working engineer's argument that the observability stack has been solving the wrong problem for fifteen years. It's 7 pm on a Friday and production is on fire

Intro: The week before your festival, and you’re drowning in a sea of vendor emails, expiring certificates, and spreadsheet tabs. Proving compliance to your boa

Voice AI is having its second real moment . The first wave proved that machines could speak. This one is testing whether they can handle actual work. That is a

This is a submission for the OpenClaw Writing Challenge . The Problem Every Backend Team Has Right Now If you run a Java or Node backend in 2026, your architect

Many machine learning models perform great during training—but start failing once they reach production. From my recent learning in MLOps and AI testing, I’ve r

Amazon Invests $25B in Anthropic Deal Boosts AI Startup's Valuation Amazon's $25 billion investment in Anthropic has pushed its valuation past $100 billion. The

Security firm OX Security spent months working through 30+ responsible disclosure processes before...

Cursor users log 50.5 hours per person vs VS Code's 30.6h. We analyzed real IDE data to understand how AI copilots are changing developer workflows in 2026.

Spot instances are 80% cheaper, but AWS kills them with a 2-minute warning. If you are running...

I tried to set a video avatar on Telegram last month. Recorded a short clip on my iPhone, uploaded...

How to design agent personas that stay consistent, useful, and aligned with your workflow.

Here's why Motorola owns half the US foldable market, despite competition from Samsung and Google.

MCP connects AI agents to everything -- except your files. I tested file uploads on freee, Jira, Notion, GitHub, Gmail, Google Drive, and Slack. Zero fully pass

6 months, 16 niches, 2,069 real insights, and 13 fixes that made AI personas actually disagree with us.

You want to lint Markdown in CI. You add markdownlint-cli2. Then you realize your CI job needs a...

TL;DR Most candidates treat CV references as an afterthought. Modern ATS doesn't. The...