A deep dive into "Clinejection", where an attacker injected a prompt into a GitHub issue title, which an AI triage bot interpreted as an instruction. The resulting chain led to cache poisoning, credential theft, and a compromised npm package that silently installed a second AI agent on 4,000 developer machines. Read more
Dark web forum posts mentioned the phrase “AI agent” far more in the second half of 2025 than in the first half. Could this mean that fraudsters are charmed by the AI hype? Or is AI truly a game changer for cybercrime? AI-related discussions—evident both in what “the bad guys” are saying and in what […]
It’s past time to look for new architectures
Understanding LoRA, QLoRA, RLHF, DPO, GRPO, etc.
This week, the upcoming Symfony 8.1 version deprecated the erase credentials security feature, added a new MapRequestHeader attribute, introduced a deep cloner in the VarExporter component, and added support for defining custom functions in the JsonPath component.…
Two more colossally expensive experiments have failed
We gave all the settings screens in Flare a fresh coat of paint. Consistent layouts, better forms, improved navigation and plenty of small details that make the experience calmer and more focused. Read more
...explained visually!
On March 26, Addy Osmani and I are hosting the third O’Reilly AI Codecon, and this time we’re taking on the question of what software craftsmanship looks like when AI agents are writing much of the code. The subtitle of this event, “Software Craftsmanship in the Age of AI,” was meant to be provocative. Craftsmanship […]
🎈SymfonyLive Berlin 2026 will take place April 23–24, 2026 at CineStar CUBIX Alexanderplatz, right in the heart of Berlin, directly onAlexanderplatz and easily accessible by public transport.🎈 🎤First of all, a huge thank you to everyone who submitted…
A few years into the AI shift, the gap between engineers is not talent. It’s coordination: shared norms and a shared language for how AI fits into everyday engineering work. Some teams are already getting real value. They’ve moved beyond one-off experiments and started building repeatable ways of working with AI. Others haven’t, even when […]
--> Understanding the behavior of complex machine learning systems, particularly Large Language Models (LLMs), is a critical challenge in modern artificial intelligence. Interpretability research aims to make the decision-making process more transparent to model builders and impacted humans, a step toward safer and more trustworthy AI. To gain a comprehensive understanding, we can analyze these systems through different lenses: feature attribution, which isolates the specific input features…
The PHP Podcast streams live, typically every Thursday at 3 PM PT. Come join us and subscribe to our YouTube channel. Another fun episode of the PHP Podcast! Here’s what we covered: 🌐 Internet Woes & Technical Difficulties Eric continued his saga with connectivity issues, dropping multiple times on Zoom calls and even during the […] The post The PHP Podcast 2026.03.12 appeared first on PHP Architect.
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