A deep dive into the Laravel Scheduler, from event registration and cron evaluation to mutexes, background processes, sub-minute tasks, and production-safe scheduling. Read more
The following article originally appeared on Paolo Perrone’s Substack, The AI Engineer, and is being republished here with the author’s permission. You spent three weeks shipping an agent. It worked in the demo. Then production hit, and you realized the framework you picked has no checkpointing, the memory layer is a flat vector dump with […]
Socket's Threat Research Team identified four compromised npm packages in the @asyncapi namespace distributing a multi-stage botnet loader. The affected packages are @asyncapi/generator-helpers@1.1.1, @asyncapi/generator-components@0.7.1, @asyncapi/generator@3.3.1 , @asyncapi/specs(v6.11.2, v6.11.2-alpha.1) Based on current analysis, the compromised packages deploy an obfuscated first-stage payload that downloads an encrypted second-stage payload, identified as Miasma, from IPFS. Users should…
TIL: Using uvx in GitHub Actions in a cache-friendly way I finally found a cache-friendly recipe for using uvx tool-name in GitHub Actions workflows that I like. The trick is setting a UV_EXCLUDE_NEWER: "2026-07-12" environment variable at the start of the workflow and then using that as part of the GitHub Actions cache key. This means any uvx tool-name commands will resolve to the most recent version as-of that date, and you can bust the cache and upgrade the tools by bumping the date in the…
As you know, the main objective of The PHP Foundation’s mission is the sustainability of the PHP language, and a large part of that mission is focused on PHP core maintenance tasks. Included in this maintenance body of work are tasks such as issue triage, code reviews, and bug fixes. We take this responsibility very seriously, especially when it comes to security. In recent months, there has been a marked increase in the number of security reports to php-src, due to the increased availability…
DOOMQL Peter Gostev built this using GPT-5.6 Sol. This is a lot of fun: DOOMQL started with a deliberately unreasonable question: what if SQLite were the game engine, not merely the place where a game stores data? The result is a small, original Doom-like game in which SQL owns movement, collision, enemies, combat, progression and every RGB pixel on screen. It's implemented as a Python terminal script - I tried it out like this: cd /tmp git clone https://github.com/petergpt/doomql cd doomql uv…
datasette code-frequency chart on GitHub Out of curiosity I decided to see if I could find a useful illustration of the impact of coding agents and Opus 4.5 class models on my own output. The best I've found so far is this GitHub chart of frequency of code changes to my Datasette open source project: The big spike in activity at the end aligns with Opus 4.8, GPT-5.5, Fable 5 and GPT-5.6 Sol. Tags: github, ai, datasette, generative-ai, llms, ai-assisted-programming, coding-agents
OpenAI’s GPT-5.6-Sol is finally here, along with the cheaper Terra and Luna.
The full RL nanodegree, covered with implementation.
One of Symfony's greatest strengths is its upgrade process. Thanks to the backward compatibility promise and deprecation system, major upgrades are smooth, predictable, and, dare I say it, enjoyable! Our newest tutorial is now available - and completely…
Stefan Zweifel shares how he reorganized his dotfiles into a minimal setup, split private config into a separate repo, and streamlined setup and Brewfile syncing with a few small scripts. Read more
AI-assisted development has made frontend work feel much faster. A developer can ask for a form, a dashboard card, a table, a modal, or a responsive layout and get a decent first version almost immediately. The code may compile. The page may render. At first glance, the UI may look done. But frontend developers know […]
Directly Responsible Individuals (DRI) I went looking for a definition of "Directly Responsible Individuals" and the best I found was in the GitLab handbook. Apparently the term originated at Apple, where it's used to describe the person who is "ultimately accountable for the success or failure of a specific project, initiative, or activity". I've been thinking about this term recently in the context of LLM-powered agents and how they fit into human organizations. I don't think an agent should…
Release: shot-scraper 1.11 Some minor improvements, mainly around command option consistency and making the server: mechanism used by both shot-scraper video and shot-scraper multi work if the server takes longer than a second to start serving traffic. server: processes used by shot-scraper multi and shot-scraper video now wait up to 30 seconds for the target URL to accept connections, polling for port availability and replacing the previous fixed one-second delay. #197 The shot-scraper, pdf,…
One of the consequences of GPT-5.6 Sol being clearly a Fable/Mythos class model is that Anthropic have, once again, bumped the date that Fable stops being available in their Claude Max plans: We're extending Claude Fable 5 access on all paid plans, as well as keeping Claude Code’s weekly rate limits 50% higher, through July 19. As before, you can use up to half of your weekly usage limit on Fable 5. After that, you can continue using Fable 5 with usage credits, or switch to another model to…
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