Empowering creators with cutting-edge tech. Learn how to leverage AI and software to create work that stands out in a crowded feed.
The Verdict: Is Prompt Caching Worth It? TL;DR: Prompt caching stores the computed state of the stable start of your prompt. You pay a write fee to store it once, then a fraction of the normal input price on each hit. Anthropic bills a 5-minute cache write at 1.25 times the base input price and […]
AI coding tools write working code from a plain English prompt. Vibe coding turns a weekend idea into a running app. A reasonable person asks the obvious question: why spend months learning to code when a model types faster than any human ever will? I asked the same question, and the data gave a clearer […]
Shopping for a laptop used to mean picking a screen size and a processor. The choice now starts earlier, with the operating system. A Chromebook and a Windows laptop can look identical on a store shelf, share the same Intel or AMD chip, and cost within a hundred dollars of each other. They still serve […]
Passwords survived decades of obituaries. Passkeys arrived with a louder promise: no more passwords to remember, steal, or phish. The promise holds up better than most tech promises. It also comes with trade-offs that rarely make it into the headlines. This guide compares passkeys and passwords on the criteria that matter, with adoption numbers from […]
TL;DR: The Short Version A freelance retainer is a monthly agreement where a client pays a fixed fee to reserve a set amount of your time or output. Instead of hunting for the next project every few weeks, you start each month with income already locked in. Three retainers at $2,000 a month cover a […]
TL;DR: The Right Refresh Rate in 60 Seconds Refresh rate tells you how many times per second a monitor redraws the image on screen. A 60Hz panel redraws 60 times per second. A 144Hz panel redraws 144 times. A 240Hz panel redraws 240 times. Higher numbers mean smoother motion, less blur, and a screen that […]
Full fine-tuning of a large language model demands hardware that few teams own. A 175B parameter model needs around 1.2TB of training VRAM with Adam, a figure that puts full fine-tuning out of reach for most developers and small teams. LoRA changes that math. It adapts a model by training a tiny set of extra […]
Verdict: Face ID Wins on Paper, Fingerprint Wins in Real Life Face ID carries the better security numbers. Apple puts the chance of a random person unlocking your phone with Face ID at 1 in 1,000,000, against 1 in 50,000 for Touch ID. The gap is twentyfold, and it holds up in independent testing. If […]
You prompt an AI coding tool, it writes a feature, and you ship it. Then a client asks a simple question: who owns that code? The answer splits in two. Copyright law gives one answer. The tool’s terms of service give another. This article lays out both, with the sources, so you can see where […]
A laptop holds more of your life than any other device you own. Photos, passwords, tax files, work documents, and browser sessions signed into your email all live on one drive. A factory reset sounds like the end of that story. For most sellers, the reset they run leaves recoverable data behind, and the next […]
A 70B model in full precision needs more memory than most desktop GPUs hold. Quantization changes that math. It shrinks model weights from 16-bit floats to 8-bit, 4-bit, or fewer bits per weight, and the model still answers questions, writes code, and holds a conversation. The tradeoff sits in quality, speed, and setup effort. This […]
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