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218 articles conservés pour « opensource »
DeepSeek Harness (DSH) runs plugins, but it does not ship a build pipeline. If you want to write a plugin outside the Harness repo - as a normal npm package with its own dependencies, tests and release cadence - you end up rebuilding the same scaffolding every time: a bundler…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Every developer knows the moment. The code is done. The tests pass. And then you sit there, staring at an empty commit box, trying to summarize three hours of work in one…
Hi, we're the team behind textbee , an open-source SMS gateway. Your app makes one HTTP request. A text goes out from an Android phone you already own, through its SIM, from its number. Replies come back to your server as webhooks. More than 40,000 developers have signed up so…
Author: Guangyi Zhao 1. Problem and background This article series runs under a standing rule: every draft gets reviewed by a different model before it can ship. The reviewer is told to hunt for factual errors, logical leaps, and overclaims; every comment must be resolved, one…
Most eval papers give you a table and a PDF. LSCBench gives you the runs. LSCBench is a secure-code benchmark out of NUS and the Qwen team: 150 real vulnerabilities cut into 450 tasks across seven languages, at three granularities (fill in a function, write a whole file, rebuild…
Is your snoring just a loud nuisance, or is it a sign of something more serious? Obstructive Sleep Apnea (OSA) affects millions worldwide, yet remains undiagnosed in nearly 80% of cases. In this tutorial, we are building DeepSnore , an intelligent audio analysis pipeline that…
Exception handling is one of those concerns that seems simple until an application grows. In a small Spring Boot application, a @RestControllerAdvice and a few exception handlers may be enough. But as the system evolves, new questions emerge: How do clients distinguish business…
Hover isn't a variant: what's new in ng-prism 22.6 ng-prism 22.6 is out. If you haven't come across it yet: ng-prism is a component lab for Angular libraries, a Storybook alternative without story files. You put a @Showcase decorator on a component, the TypeScript compiler picks…
I spent the last year building ALMA, a governance layer for self-improving agents: a meta-loop that proposes changes to itself, a frozen validator it can never edit, pre-registered experiments, and a claim ledger. The loop kept finding "improvements." So I measured the noise…
I built Browy, the first of the seven agents on this page. All seven can read a web page and click through it for you. The differences that matter are whose browser they drive and who pays for the model. Seven browser agents side by side Best for Where it runs Whose browser and…
As AI models become more integrated into our daily workflows, privacy and local control are rapidly becoming top priorities for developers. Many of us want the power of autonomous AI agents without sending private files, codebases, or API interactions to third-party cloud…
Have you ever needed to format a production SQL query containing customer records, parse a cURL command with an active Authorization: Bearer secret, or convert sensitive JSON data to TypeScript types? Most online formatters and conversion tools send your clipboard content to…
"Dagster vs Airflow" sounds like a feature contest. It mostly isn't. Both schedule Python, both retry failures, both have a UI, both are free to self-host. The real difference is what each one thinks it is scheduling. Airflow schedules tasks . Dagster schedules the things those…
There's a bird that rides around on rhinos, the oxpecker. It eats the ticks, which is the textbook version. But it also likes to keep a wound open and drink from it, so biologists still argue about whether it's a helper or a small parasite. The rhino keeps it around anyway,…
Darwin-180B-RSI Tops MMLU-Pro and GPQA Diamond on AIhoster's Independent Open-Model Benchmark Board TL;DR: VIDRAFT's Darwin-180B-RSI, a 180-billion-parameter open model, has claimed the #1 position on both the MMLU-Pro and GPQA Diamond leaderboards as tracked by Russian…
Notes from a 2 AM On-Call: Why Harper's WASM Module Silently Failed in Our Self-Hosted VSCode Server The Failure Symptom [Extension Host] Error loading webview: Failed to execute 'postMessage' on 'Worker' [Harper] WASM module instantiation failed: CompileError Browser console:…
Since May 2025 the U.S. Department of Energy has used section 202(c) of the Federal Power Act to order eight power plants to stay available past their planned retirements (or, at one plant, past a run-hour limit). The orders say the units must be available. They do not say how…
At 11:40 p.m., a candidate's repo lands in your inbox. The screen recording is smooth: a log line goes in, a tidy ticket comes out, and the agent never stumbles. Then you open the code and find one prompt, no tests, and a .env file with a live key. The demo is impressive. The…