If you already understand embeddings and vector search, you understand exactly half of how an AI agent remembers. The other half is structural — and it’s the half most builders nev
Learning Technology
Chromium vs Chrome: The Exact Differences, Explained
If you’ve ever downloaded “Chromium” by accident instead of Google Chrome and wondered whether you grabbed a knockoff, you’re not alone. The short version of Chromium vs Chrome is
How AI Makes Attention Efficient: Beating the n² Wall
Every time you paste a long document into a chatbot, you’re paying a hidden tax. The mechanism a Transformer uses to relate every word to every other word — self-attention — costs
Creating Technology
Transformer Encoder vs Decoder: How to Read the Diagram
Open the diagram from the famous "Attention Is All You Need" paper and you'll see two tall stacks of blocks sitting side by side. One is the encoder, the other the decoder, and almost every confusion people have about modern AI — why BERT and GPT are different, why "the Transformer" isn't the same … [Read More...]
How GitOps Actually Works (and Where It Actually Breaks)
GitOps sounds like a naming convention — "we deploy from a Git repo" — but that undersells it. Read OpenGitOps's own specification and how GitOps works is a real architectural claim: the desired state of your system lives declaratively in a versioned, immutable store, and a software agent inside … [Read More...]
Diffusion vs CNN vs Transformer: What’s Different?
If you've read a few AI articles, you've collected three intimidating terms — CNN, Transformer, and diffusion — and probably filed them as three rival technologies competing to be "the best AI." That mental model is the single most common misunderstanding in the field, and it makes everything else … [Read More...]
Recent Articles Under Create
Search
The Mark I Perceptron: The Machine That Learned to See
Before software could learn, a machine did — a room-filling contraption with a camera eye and a wall of dials that turned themselves. The … [Read More...]
Visual Search Explained: From Google Lens to Shop-the-Look
Point your phone at a mushroom, a pair of sneakers, or a lamp you spotted in a café, and something quietly remarkable happens: the software … [Read More...]
How Text-to-Image AI Works: A Sentence Becomes a Picture
You type "a golden retriever wearing a tiny wizard hat, studio photo," wait a few seconds, and a brand-new photograph that never existed … [Read More...]
Measure
Cardano Tokenomics: How ADA’s Supply Actually Works
Every cryptocurrency has a set of rules baked into its software about how many coins will ever exist and how new ones arrive. That's … [Read More...]
FID Explained: The Number Behind Every AI Image Generator
Every time a new AI image generator is announced as "state of the art," there's a number doing the heavy lifting behind that claim — and … [Read More...]
What a Podcast “Download” Actually Proves
A podcast host's dashboard shows a number that looks precise: 40,213 downloads for last Tuesday's episode. It has a decimal-free confidence … [Read More...]
Secure
Nobody Checks the Verified Badge: The Real State of Git Commit Signing
Git commit signing exists precisely to answer "who actually vouches for this commit?" — and almost nobody uses it, and almost nothing forces the question. A 2025 longitudinal study of GitHub commit history found that only about 9.65% of commits pushed directly by human users carried any … [Read More...]
Track Vulnerabilities With a Feed Reader
Security advisories are one of the few places on the internet where an algorithmic feed is actively the wrong tool, and almost nobody talks about it that way. RSS security monitoring — subscribing directly to the feeds vendors, distributions, and dependencies publish — is a genuinely underused … [Read More...]
V8 Sandbox Security: Why a Memory-Safe Language Would Not Fix V8
Before it defends anything, V8's sandbox gives something away. The readme in V8's own source tree, loaded on 9 September 2026, states the assumption in one sentence: Further, it is assumed that an attacker will be able to read memory outside of the sandbox, for example through hardware side … [Read More...]
Share
QUIC and HTTP/3: The Protocol That Won Is Being Routed Around
In November 2009, engineers at Google wrote down every promising way to make the web faster and crossed out the most obvious one. Replacing TCP was on the list. So was a research protocol that ran independent streams over UDP. Both were dismissed in a single sentence: "In any case, in practical … [Read More...]
Who Created DigiByte? The No-Company Story
Most cryptocurrencies you read about have a company behind them. Ethereum has the Ethereum Foundation; Ripple's XRP has Ripple Labs; Solana has the Solana Foundation and Solana Labs. There's usually a CEO, a headquarters, and investors who were paid before the public ever bought a coin. DigiByte is … [Read More...]
Ubiquitous Language: Get Devs & Business Speaking the Same Way
The most expensive bugs aren't typos. They're misunderstandings — a developer who quietly built "the thing they thought the business meant," shipped it, and only discovered the gap three sprints later when a domain expert said "wait, that's not what a cancellation is." That translation loss, between … [Read More...]
Books about Technology
An Agent Security Reading List Built From Five Fields, Not One Incident
There is no book about the ExploitGym incident, and there will not be one for years. Any honest agent security reading list has to open by saying so: publishers write against settl
The Best Books to Learn Docker, Kubernetes & DevOps: A Reading Ladder
The world of containers and DevOps is deep, fast-moving, and full of jargon — which makes it easy to buy the wrong book and bounce off. The trick is to climb in the right order: un
The Web Security Books Worth Reading After the RFCs
Here is a reading ladder for web security books, and the first rung on it is not a book. If you have shipped a single-page app and now have to explain why the access token no longe