Two Rust Clients for Gemma 4: Calling the Endpoint vs. Calling the MCP Server 🦀
This article provides a step by step guide to two small Rust CLIs that ask a self-hosted Gemma 4 E2B the same question. The first calls the model's Op
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This article provides a step by step guide to two small Rust CLIs that ask a self-hosted Gemma 4 E2B the same question. The first calls the model's Op
Hello again, fellow Rustaceans, Pythonistas in denial, and the three people on earth who genuinely enjoy reading version bumper release notes 👋! If
A new option for building interactive web interfaces has arrived in the Rust ecosystem. WebForms Core is a technology owned and developed by Elanat.
TL;DR — Mark an async fn with @rpc and call it from a .fitzv component as if it were local: let u = get_user(42).await?. The compiler generates both
Originally published on NextFuture Bạn trả tiền per-token cho agent chạy cả ngày, và hóa đơn tháng sau luôn cao hơn tháng trước. Thử kéo model 70B
Every guide about making AI-written copy sound human is a list of prompt rules. Ban the clichés. Ban the em dash. Ask for a real voice, a real registe
TL;DR: Three real retry-logic bug patterns across an 18-actor fleet — 429 excluded from retry entirely (critical, fixed on one actor), permanent erro
Converting Excel spreadsheets to PDF involves parsing tabular data, handling multiple sheets, and rendering it all cleanly to a PDF document. Here's
When an application team moves agent traffic through an AI API gateway, the happy-path request is usually the easy part. A chat completion that return
The remote job died with FileNotFoundError: config.yaml, and I could see that file sitting next to job.py. Have you ever trusted a relative open() bec
Your Pipeline Is 22.9h Behind: Catching Business Sentiment Leads with Pulsebit We just uncovered a significant anomaly in our data: a 24h m
A green run on tests an agent was allowed to read is not a merge signal. It is a training-set score. Split the suite first. Judge the patch on a held-
Generated API documentation fails at merge when models write promises that no schema, fixture, or signed policy can support. A practical fix is to cla
Messy config loaders hide merge bugs. Extract nothing until merge order is pinned. A characterization test freezes env, file, and default layers. The
I was testing a signup flow on my phone. The API it needed did not exist yet, so I had json-server running on my laptop, which meant the phone got ECO
The End of an Era: Why React 19 Killed forwardRef For years, React developers have lived with a specific kind of frustration: the "ref-forw
Timing someone reading a tongue twister is easy; deciding whether they said the words correctly is not. I built this challenge to use browser speech r
Raw data rarely arrives ready for analysis. Files appear late, schemas change without notice, identifiers go missing, and the same event may be delive
A few months ago, I started wondering: What would happen if you could actually see the personality of a WhatsApp group? Who sends the most messages?
How to Build AI Agents: The Science-Backed Blueprint for 2026 Ask any developer-led publication which "how to" topic is dominating 2026, an