The following originally appeared on Hugo Bowne-Anderson’s Vanishing Gradients Substack and is being republished here with the author’s permission. The conversation around harness engineering is dominated by problems from coding and personal agents such as OpenClaw, but most agents are simpler. Builders should avoid over-engineering for capabilities that newer models may absorb anyway, the “Kirby […]
Deploying new features used to mean holding your breath. You merged the branch, pushed to production, and hoped the QA process caught everything. If it didn’t, rollback meant either reverting a deployment or shipping a hotfix under pressure. Feature flags change that story entirely, and Laravel Pennant gives you a first-party, well-designed way to build […] The post Ship Code Safely with Laravel Pennant Feature Flags appeared first on PHP Architect.
San Francisco tip: it only costs around $15 ($10 in quarters plus a $5 bill for the self-playing violin) to activate every single Orchestrion in Musée Mécanique. And because most people are bad at allocating their funds you may well be the ONLY person activating the Orchestrions, which means you get to craft the soundscape for the entire museum. Tags: san-francisco
We are thrilled to announce that SymfonyCon Warsaw 2026 will take place on November 26 and 27, 2026, in Warsaw (Poland)! Join us for an extraordinary worldwide conference with 3 parallel tracks and community events. 🎤 Speaker announcements We…
I found there wasn't any good SSRF prevention libraries for Laravel, so I built one. Very comprehensive tests based on this paper: https://www.usenix.org/conference/usenixsecurity24/presentation/wessels https://github.com/securized/laravel-ssrf Read more
A new independent research preprint examining nearly 200,000 code-generation responses found that five frontier large language models continue to invent package names that do not exist on PyPI or npm. The models’ overall package-hallucination rates were much closer than those measured in earlier research, ranging from 4.62% to 6.10%. The study also identified package names generated by every model in the test group. The initial analysis found 127 names shared across Claude Sonnet 4.6, Claude…
California Sea Lion, in San Francisco County, US, CAWe took some visiting family to Pier 39 to see the sea lions. They're somehow always even fun than I remember them being last time. Tags: san-francisco, wildlife
Nativ: Run AI models locally on your Mac Prince Canuma is the developer behind the excellent MLX-VLM Python library for running vision-LLMs using MLX on a Mac. I'm really excited about his new project, which wraps MLX in a full macOS desktop application. It's similar in shape to LM Studio, providing both a chat interface and a localhost API server for accessing models. The app picked up MLX models I had already tried that were present in my Hugging Face cache directory, which was a nice touch.…
Earlier this month I hosted a fireside chat session at the AI Engineer World's Fair with Cat Wu and Thariq Shihipar from Anthropic's Claude Code team. We talked about Claude Code, Claude Tag, Fable, coding agent security, evals, tool design, and how Anthropic use these tools themselves. The full video of the session is now available on YouTube. Below is an edited copy of the transcript, with extra links and my own bolded highlights. A few top-level notes if you don't want to watch the video or…
A deep dive into PHP attributes, from metadata and Reflection to practical design patterns, Laravel examples, performance, testing, and the cases where explicit code is better. Read more
I’ve been working on the Quality Playbook, my open source AI skill that uses quality engineering to find bugs that normal AI code review misses, and I recently had a batch of work that turned into a long run of point releases. I was using Claude Cowork as the orchestrator: planning scope, dispatching instructions to […]
Our team of core developers works very hard to strengthen and improve the PHP language. In an effort to improve the way we communicate this work, from now on, we will be posting quarterly updates regarding their individual projects and efforts. Our core team consists of 13 people, distributed across 8 countries. Most of our contractors work part-time for The PHP Foundation and have other ventures aside from working on the PHP core. Also, this report is not meant to be a comprehensive list of…
The full RL nanodegree, covered with implementation.
If you spend most of your PHP time in Laravel or Symfony, you may have noticed a framework quietly picking up momentum over the past couple of years. Tempest describes itself as “the PHP framework that gets out of your way,” and after spending time with version 3.0 — released February 12, 2026 — that […] The post Tempest 3.0: The PHP Framework That Gets Out of Your Way appeared first on PHP Architect.
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