The following article originally appeared on Paolo Perrone’s The AI Engineer Substack and is being reposted here with the author’s permission. Your team picks LangGraph for a customer support chatbot. Three weeks in, you’ve got 14 nodes in a state graph, a custom checkpointer writing to Redis, and retry logic for tool calls that fail […]
Join web developers from all over the world this week for SymfonyOnline June 2026, broadcasting live on June 11-12, 2026. 🎤 Speaker announcement! We are thrilled to welcome Hubert Lenoir with his talk "Dealing with audit logs": "Audit logs are essential…
Release: datasette-agent-edit 0.1a0 I'm planning several plugins for Datasette Agent which can make edits to existing pieces of text - things like collaborative Markdown editing, updating large SQL queries, and editing SVG files. Agentic editing of text is a little tricky to get right. My favorite published design for this is for the Claude text editor, which implements the following tools: view - view sections of a file, with line numbers added to every line. str_replace - find an exact…
The full RL nanodegree, covered with implementation.
This week, Symfony focused on bug fixes for the recent Symfony 8.1 release. Meanwhile, we published more details about the upcoming SymfonyOnline June 2026 conference. Symfony development highlights This week, 39 pull requests were merged (33 in code and…
Socket detected a coordinated PyPI compromise involving 37 malicious wheel artifacts across 19 packages. The compromised releases shipped a *-setup.pth file that attempts to execute automatically during Python startup, download the Bun JavaScript runtime, and run an obfuscated JavaScript payload named _index.js. Socket’s AI malware detection system identified the malicious package cluster minutes after publication. The attack is cross-runtime, and the tradecraft is unmistakably Shai-Hulud /…
We built deep Livewire support into Flare, making component hierarchies, lifecycle phases, method calls, and related queries visible inside traces. It looks like a solid step forward for understanding where Livewire apps spend time and where things go wrong. Read more
Release: micropython-wasm 0.1a2 I added a CLI to micropython-wasm (issue #7), inspired by the first draft of the blog entry when I realized it would be a great way to illustrate the Try it yourself section. Tags: python, sandboxing, webassembly, micropython
I've been experimenting with different approaches to running code in a sandbox for several years now, but my latest attempt feels like it might finally have all of the characteristics I've been looking for. I've released it as an alpha package called micropython-wasm, and I'm using it for a code execution sandbox plugin for Datasette Agent called datasette-agent-micropython. Why do I want a sandbox? What I want from a sandbox WebAssembly looks really promising here MicroPython in WebAssembly…
OpenAI Help: Lockdown Mode OpenAI first teased this in February, but now it's live and "rolling out to eligible personal accounts, including Free, Go, Plus, and Pro, and self-serve ChatGPT Business accounts": Lockdown Mode is designed to help prevent the final stage of data exfiltration from a prompt injection attack by limiting outbound network requests that could transfer sensitive data to an attacker. Lockdown Mode does not prevent prompt injections from appearing in the content ChatGPT…
Full hands-on video walkthrough.
On this week’s episode, host and the founder of AI advisory firm Intelligence Briefing Andreas Welsch brought together Maya Mikhailov, cofounder and CEO of Savvi AI, and Doug Shannon, generative AI and intelligent automation leader, to cover a handful of interconnected topics that practitioners are navigating right now: OpenAI’s push into personal finance, the role […]
We shipped a Svelte 5 integration for Flare with an error boundary, component hierarchy reporting, and lifecycle-aware context. Looks especially useful for seeing which component broke, and where the error came from. Read more
We will no longer accept public pull requests. [...] A substantial patch used to imply substantial effort, and that effort was a reasonable proxy for good faith. That assumption no longer holds. [...] Whether code was typed by hand is beside the point. What matters is who is responsible for it once it enters the browser. Ladybird is becoming a browser for real users. The people introducing changes to it must be the people who decide those changes belong in the project, and who will answer for…
The Console component has been a major focus of Symfony 8.1, and we've already covered a lot of new features in previous articles: improved console input, console argument resolvers, method-based commands, and HTTP-less Symfony applications. This article…
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