Google has publicly shared benchmarks for how long pages can take to move from discovery and crawling through indexing to being served in Search. The data gives site teams a more concrete basis for planning SEO changes, although Google stressed through the way the figures were presented that timing ...
Read articleA few months ago, I published [You're a Real JavaScript Developer Only If...](https://dev.to/hadil/youre-a-real-javascript-developer-only-if-294c) It was supposed to be a little post for fun. You know, just a few things JavaScript developers could laugh about before going back to fighting their bu...
Read article--- title: "If You Never Do Anything Else to Fix Your Prompts, Do This One Thing" description: "Why do LLMs confidently invent APIs that have never existed in the history of the universe? It is not a memory defect. Agents hallucinated because they were committed to the prompt—and Fernando Flores sol...
Read article--- title: Git Isn't a Diff Tracker: How Blobs, Trees, DAG Commits, and the Index Actually Work Under the Hood published: true description: A visual, 10-minute deep dive into Git internal architecture. Learn how content-addressed storage works, why Git never stores diffs, how the index prepares tree...
Read article**Day 10 of 30 Days of Search.** Most competitor research breaks in the same place: it finds a few recent headlines, asks a model to summarize them, and forgets where the claims came from. That is not enough for public-company competitive intelligence. A **competitive intelligence agent** is a ret...
Read articleI wrote a fiction series with [six characters](). Each one drinks a different coffee. I didn't plan it that way. But somewhere around the tenth story, I realized: what someone orders at the bar says more about them than anything they actually say. Here's the lineup: --- ### Lena — Long Black ☕ ...
Read articleAnthropic has committed to publishing regular reports on what it learns about **model behavior and alignment**, extending beyond the information in its system cards and regular risk reports. The change matters because it creates a more structured public channel for understanding how Claude models be...
Read articleAn AWS bill can go up for an excellent reason. You enable audit logging. Improve threat detection. Strengthen backups. The following month, the spending curve climbs. The chart says: “This costs more.” It does not say: “We bought visibility and reduced a risk.” Conversely, a stable bill can hide...
Read article*Jev is a brilliant decision model. Gemini Flash-Lite is the model nobody talks about, and it’s fast, accurate, and nearly free. Here's what we measured picking between them, and why the pair is the cheapest setup of all.* ![I got Jev to zero mistakes. I'm still using Flash-Lite.](https://dev-to-up...
Read articleHave you ever written a line of React code, looked at the output in your browser, and thought: *"Wait... why did it do that?"* Here is the classic code snippet that every single React developer writes at least once: ```jsx function Counter() { const [count, setCount] = useState(0); function h...
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