A Practical Deep Dive on LLM Inference and Optimization!
...covered with fundamentals, bottlenecks, and techniques!
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CanisterWorm: npm Publisher Compromise Deploys Backdoor Across 29+ Packages
As of March 21, 2026, the CanisterWorm supply chain attack has expanded to 135 malicious package artifacts spanning more than 64 unique packages. We are tracking the incident on Socket’s dedicated CanisterWorm supply chain attack page: https://socket.dev/supply-chain-attacks/canisterworm. According to the Wiz investigation report released on March 20, 2026, the attack is attributed to “TeamPCP”, a threat actor behind the earlier Aqua Security's Trivy attacks [1 and 2]. We continue to monitor…
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The Federal AI Policy Framework: An Improvement, But My Offer Is (Still Almost) Nothing
The Federal AI Policy Framework has been released.
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Chat with your documents: a practical guide to RAG using the Laravel AI SDK
Chat with your documents: a practical guide to RAG using the Laravel AI SDK
A thorough walkthrough of building a RAG system in Laravel using the new AI SDK, Postgres for vector storage, and Livewire 4 for a streaming chat UI. Covers everything from what RAG is and how semantic search works to embedding documents and querying them. Read more
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Beyond Code Review
Beyond Code Review
Not that long ago, we were resigned to the idea that humans would need to inspect every line of AI-generated code. We’d do it personally, code reviews would always be part of a serious software practice, and the ability to read and review code would become an even more important part of a developer’s skillset. […]
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Trivy Under Attack Again: Widespread GitHub Actions Tag Compromise Exposes CI/CD Secrets
Update — March 22, 2026: Additional compromised Trivy artifacts have been identified in Docker Hub. New image tags (0.69.5 and 0.69.6), along with the previously identified 0.69.4, were found to contain the same infostealer payload, with latest pointing to a malicious image during the exposure window. Read our full update on the Docker image compromise here: https://socket.dev/blog/trivy-docker-images-compromised A new supply chain attack targeting Trivy has been disclosed today by Paul…
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MIRI Newsletter #125
MIRI Newsletter #125
The AI Doc: Buy tickets and spread the word! On Thursday, March 26th, a major new AI documentary is coming out: The AI Doc: Or How I Became an Apocaloptimist. Tickets are on sale now. The movie is excellent, and we generally believe it belongs in the same tier as If Anyone Builds It, Everyone […] The post MIRI Newsletter #125 appeared first on Machine Intelligence Research Institute.
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The PHP Podcast 2026.03.19
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: 🎙️ Elizabeth Barron’s New Role – We discussed Elizabeth Barron’s appointment as Executive Director of the PHP Foundation and recommended checking out the […] The post The PHP Podcast 2026.03.19 appeared first on PHP Architect.
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PHP Alive And Kicking: Episode 26 Elizabeth Barron
In this episode of PHP Alive and Kicking, hosted by Mike and Chris (from PHP Architect), featuring their guest Elizabeth Barron, the newly appointed Executive Director of the PHP Foundation. The conversation covers Elizabeth’s origin story in PHP (self-teaching in the late 1990s), her vision for the Foundation beyond just funding core developers […] The post PHP Alive And Kicking: Episode 26 Elizabeth Barron appeared first on PHP Architect.
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AI #160: What Passes For a Pause
A lot happened, but by today’s standards this felt like a quiet week.
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Build an MCP server with Laravel
Build an MCP server with Laravel
Daniel Coulbourne walks through building an MCP server with the official laravel/mcp package. He built one for his blog in about 20 minutes, then used it to write and publish the post you're reading. Read more
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Keep Deterministic Work Deterministic
This is the second article in a series on agentic engineering and AI-driven development. Read part one here, and look for the next article on April 2 on O’Reilly Radar. The first 90 percent of the code accounts for the first 90 percent of the development time. The remaining 10 percent of the code accounts […]
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Summary: Mechanisms to Verify International Agreements about AI Development
Summary: Mechanisms to Verify International Agreements about AI Development
If world leaders agree to halt or limit AI development, they will need to verify that other nations are keeping their commitments. To this end, it helps to know where AI chips are, how they’re used, and what the AIs trained on them can do. In this post, we informally summarize “Mechanisms to Verify International […] The post Summary: Mechanisms to Verify International Agreements about AI Development appeared first on Machine Intelligence Research Institute.
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