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How to Build LLM Evals That Catch Real Failures

TL;DR: The Verdict on LLM Evals A developer pastes a prompt into a playground, reads ten outputs, nods, and ships. Two days later a customer pastes a malformed product code, the model answers with a confident fabrication, and support tickets pile up. Manual spot-checking does not scale. “It looked fine in the playground” is not […]

LLM Function Calling: A Practical Guide

Verdict: Function Calling in 60 Seconds TL;DR: Function calling turns a language model into a tool dispatcher. You hand the model JSON Schema definitions for your tools, the model answers with a tool name plus arguments instead of prose, your code runs that tool, and you return the result for the next turn. The loop […]

How to Choose Noise-Cancelling Headphones

Spec sheets make most noise-cancelling headphones look identical. ANC: yes. Bluetooth: yes. Battery: a big number. The differences that decide whether you love a pair or return it hide in details most product pages rush past. This guide walks through those details one by one: the type of noise cancellation inside, the Bluetooth codec your […]

How to Build LLM Evals That Catch Real Failures

TL;DR: The Verdict on LLM Evals A developer pastes a prompt into a playground, reads ten outputs, nods, and ships. Two days later a customer pastes a malformed product code, the model answers with a confident fabrication, and support tickets pile up. Manual spot-checking does not scale. “It looked fine in the playground” is not […]

Web Image Formats Compared: AVIF vs WebP vs PNG

The Quick Verdict Most websites still ship JPEGs and PNGs out of habit, and most of those files are heavier than they need to be. If you only change one thing about how you handle images, make WebP your default format for photographs on the web. It produces files 25 to 35 percent smaller than […]

IP68 Rating Explained: What Your Phone Survives

Verdict: What IP68 Guarantees An IP68 badge on a phone promises less than the box suggests. The rating sets a floor, not a ceiling: a lab submerged one sample of the model in fresh water, at a depth the manufacturer chose, for 30 minutes. That test is the whole guarantee. IP68 means immersion beyond 1 […]

How AI Coding Agents Should Use Git (and How Yours Don’t)

Verdict: TL;DR An AI coding agent writes code fast enough to make your old pace feel frozen. That speed turns destructive the moment the agent touches git without rules. Give the agent three rules before your next session: one branch per task, one logical change per commit, and no merge without your review. These rules […]

How to Choose a Laptop Docking Station

Verdict: Which Dock You Should Buy A docking station promises one cable for everything: monitors, Ethernet, storage, and laptop charging. The wrong dock turns that promise into flickering monitors and a battery that drains while plugged in. Match the dock to your port. Ignore the marketing on the box. Price follows capability: a hub costs […]

How to Speed Up a Slow WordPress Site

A slow WordPress site is a quiet revenue leak. Visitors leave, Google ranks you lower, and you never see the orders you almost had. The good news: most WordPress speed problems come from a short list of fixable mistakes. This guide walks you through finding and fixing them, in the order that delivers the biggest […]

How to Get Paid on Time as a Freelancer

TL;DR: The Verdict on Late Payments Late payment is a systems problem, not a luck problem. Freelancers who write payment terms into contracts, invoice the day work ships, and charge late fees get paid faster than freelancers who rely on goodwill. The numbers back this up. Remote’s State of Freelance Work 2025 survey found that […]

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