“A model that produces code which compiles and passes the tests it was given is not the same as a model that produces correct, secure, maintainable, well-architected software”
A lot of code is being written by AI, but what does it mean?
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iNaturalist Sightings
iNaturalist Sightings
Tool: iNaturalist Sightings I wanted to see my iNaturalist observations - across two separate accounts - grouped by when they occurred. I'm camping this weekend so I built this entirely on my phone using Claude Code for web. I started by building an inaturalist-clumper Python CLI for fetching and "clumping" observations - by default clumps use observations within 2 hours and 5km of each other. Then I setup simonw/inaturalist-clumps as a Git scraping repository to run that tool and record the…
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Local AI
The release of Gemma 4 has added energy to the discussion of local models and their importance. Models that you can download and run on hardware you own are becoming competitive with the “frontier models” hosted by large AI providers. These models have gotten good enough for production use, good enough for tasks that until […]
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RBAC in Laravel: A Practical Deep Dive
A deep dive into Role-Based Access Control, from the theory behind roles and permissions to a practical, team-aware Laravel implementation without external packages. Read more
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Symfony 8.0.9 released
Symfony 8.0.9 has just been released. Read the Symfony upgrade guide to learn more about upgrading Symfony and use the SymfonyInsight upgrade reports to detect the code you will need to change in your project. Tip…
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Symfony 7.4.9 released
Symfony 7.4.9 has just been released. Read the Symfony upgrade guide to learn more about upgrading Symfony and use the SymfonyInsight upgrade reports to detect the code you will need to change in your project. Tip…
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Symfony 6.4.37 released
Symfony 6.4.37 has just been released. Read the Symfony upgrade guide to learn more about upgrading Symfony and use the SymfonyInsight upgrade reports to detect the code you will need to change in your project. Tip…
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The PHP Podcast 2026.04.30
🎙️ PHP Podcast – April 30, 2026 Hosts: Eric Van Johnson & John Congdon Another fun episode of the PHP Podcast! Here’s what we covered: 🚁 The Drone Slayer Strikes Eric and John wrapped up a Padres game at beautiful Petco Park in downtown San Diego — and things got weird on the way out. […] The post The PHP Podcast 2026.04.30 appeared first on PHP Architect.
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Malicious Ruby Gems and Go Modules Impersonate Developer Tools to Steal Secrets and Poison CI
We investigated the GitHub account BufferZoneCorp, which published a cluster of repositories linked to malicious Ruby gems and Go modules. The account is part of a software supply chain campaign targeting developers, CI runners, and build environments across two ecosystems. On the Ruby side, the analyzed gems automate secret theft. They harvest secret-bearing environment variables and read local credential material such as SSH keys, AWS credentials, .npmrc, .netrc, GitHub CLI configuration, and…
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Codex CLI 0.128.0 adds /goal
Codex CLI 0.128.0 adds /goal
Codex CLI 0.128.0 adds /goal The latest version of OpenAI's Codex CLI coding agent adds their own version of the Ralph loop: you can now set a /goal and Codex will keep on looping until it evaluates that the goal has been completed... or the configured token budget has been exhausted. It looks like the feature is mainly implemented though the goals/continuation.md and goals/budget_limit.md prompts, which are automatically injected at the end of a turn. Via @fcoury Tags: ai, openai,…
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Our evaluation of OpenAI's GPT-5.5 cyber capabilities
Our evaluation of OpenAI's GPT-5.5 cyber capabilities
Our evaluation of OpenAI's GPT-5.5 cyber capabilities The UK's AI Security Institute previously evaluated Claude Mythos: now they've evaluated GPT-5.5 for finding security vulnerability and found it to be comparable to Mythos, but unlike Mythos it's generally available right now. Tags: ai, openai, generative-ai, llms, anthropic, claude, ai-security-research, gpt
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Mini Shai-Hulud Spreads to Packagist: Malicious Intercom PHP Package Follows npm Compromise
A malicious intercom/intercom-php package artifact uses Composer plugin execution to download Bun and run the same style of obfuscated credential-stealing payload observed in the ongoing Mini Shai-Hulud campaign. intercom/intercom-php is a widely used PHP package, with more than 20.7 million lifetime installs, roughly 285,000 installs in the last 30 days, and an estimated 12,700 daily installs across versions (~700 for version 5.0.2), meaning the compromised 5.0.2 artifact could have reached…
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Quoting Andrew Kelley
Quoting Andrew Kelley
It's a common misconception that we can't tell who is using LLM and who is not. I'm sure we didn't catch 100% of LLM-assisted PRs over the past few months, but the kind of mistakes humans make are fundamentally different than LLM hallucinations, making them easy to spot. Furthermore, people who come from the world of agentic coding have a certain digital smell that is not obvious to them but is obvious to those who abstain. It's like when a smoker walks into the room, everybody who doesn't…
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Two Skills to Fix the Context Gap in Claude Code
They cover what CLAUDE.md never will.
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iNaturalist Sightings
Codex CLI 0.128.0 adds /goal
Our evaluation of OpenAI's GPT-5.5 cyber capabilities
Quoting Andrew Kelley
“A model that produces code which compiles and passes the tests it was given is not the same as a model that produces correct, secure, maintainable, well-architected software”
iNaturalist Sightings
Housing Roundup #14: You Can't Build That
Local AI
RBAC in Laravel: A Practical Deep Dive
Symfony 8.0.9 released
Symfony 7.4.9 released
Symfony 6.4.37 released
The PHP Podcast 2026.04.30
Malicious Ruby Gems and Go Modules Impersonate Developer Tools to Steal Secrets and Poison CI
Codex CLI 0.128.0 adds /goal
Our evaluation of OpenAI's GPT-5.5 cyber capabilities
Mini Shai-Hulud Spreads to Packagist: Malicious Intercom PHP Package Follows npm Compromise
Quoting Andrew Kelley
Two Skills to Fix the Context Gap in Claude Code
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