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quarkus.io
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Debates, voting, and reflection loops: composing an agentic PR reviewer that costs less than a dollar - Quarkus
…ng the findings and rendering the report are better done by plain code, which in the declarative API is simply a static method annotated with @Agent. For instance, this non-AI agent renders …
quarkus.io
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Quarkus Insights #265: Observability and Evaluation with Langfuse - Quarkus
… AI break these assumptions by introducing non-determinism, where code can compile cleanly, tests pass, and operational dashboards glow green while the system produces completely incorrect o…
symfony.com
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The HttpKernel Component (Symfony Docs)
…pplication, you must require the vendor/autoload.php file in your code to enable the class autoloading mechanism provided by Composer. Read this article for more details. This article explai…
www.docker.com
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17,600 Actions: Agent Security Is a Systems Problem
…se, the sequence is familiar: exploit a reachable service, obtain code execution, collect credentials, escalate privilege, and cross the next trust boundary. What was different was the rate,…
www.anthropic.com
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Newsroom \ Anthropic
…wers compare to +10,000 Americans. The inside story of how Claude Code went from an internal CLI to Anthropic's coding agent, told by researchers, engineers and early users who built it. We …
danluu.com
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Test and verification technique effectiveness with Astra
…ate many worthless random inputs, which would mostly hit the same code paths and not test anything interesting. With 6 Astra, we see agents that are asked to do fuzzing in a structured way t…
danluu.com
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There's no point at which turning your brain off will work
…They would have an LLM take an action (summarize text, write some code, etc.), and just assume that it worked2. This generally didn't work in early 2025 and the result was often quite silly.…
martinfowler.com
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martinfowler.com
…ures. One of the most important ways to do this is to write clear code, making it easy to understand what the program is supposed to do. This code should be divided into modules which allow …
microformats.org
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Microformats – building blocks for data-rich web pages
…formats markup without having to download a library and write any code: If there’s not currently a parser available for your language of choice, you have a few options: Most real-world micro…
www.apache.org
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Frequently Asked Questions | Apache Software Foundation
…elongs to the ASF, and therefore the members. The members own the code and the direction of it and the Foundation. Committers work on their project's code; good committers become ASF members…
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