Flux
Community Corner: JSCPD with Andrey Kucherenko

Community Corner: JSCPD with Andrey Kucherenko

In this episode, Scott talks with Andrey Kucherenko, creator of jscpd, about why copy-pasted code is an anti-pattern, how jscpd detects duplicate code across dozens of languages, and how the tool has evolved to work inside agentic coding workflows. Links: Our Discord – https://discord.gg/aMTxunVx Buy our shirts – https://store.phparch.com/products/community-corner-podcast-t-shirt Andrey’s Links: jscpd – […] The post Community Corner: JSCPD with Andrey Kucherenko appeared first on PHP Architect.

PHP Architect
New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging

New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging

I released LLM 0.32 this morning, the most significant new version of LLM since the initial launch of the project. The new version includes support for visible reasoning traces, server-side provider tools, redesigned content-addressable SQLite logs, new models, and new features enabled by the OpenAI Responses API. I also released a new version of the llm-anthropic plugin with substantial updates of its own. Headline features for LLM CLI users Running LLM against reasoning models now displays…

Simon Willison's Weblog
New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging

New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging

I released LLM 0.32 this morning, the most significant new version of LLM since the initial launch of the project. The new version includes support for visible reasoning traces, server-side provider tools, redesigned content-addressable SQLite logs, new models, and new features enabled by the OpenAI Responses API. I also released a new version of the llm-anthropic plugin with substantial updates of its own. Headline features for LLM CLI users Running LLM against reasoning models now displays…

Simon Willison's Weblog
PHP Alive and Kicking 2026.08.04

PHP Alive and Kicking 2026.08.04

🎙️ PHP Alive and Kicking – August 4, 2026 Hosts: Chris Miller (standing in solo while Mike is on holiday) Mike escaped to a beach so Chris hosts alone with special guest Derick Rethans. Expect date-time philosophy, PHP 8.6 goodies, Xdebug secrets, deprecation drama, and a heated debate about how to queue at a pub. […] The post PHP Alive and Kicking 2026.08.04 appeared first on PHP Architect.

PHP Architect
llm-anthropic 0.26

llm-anthropic 0.26

Release: llm-anthropic 0.26 Includes new features enabled by LLM 0.32: New models: claude-fable-5, claude-sonnet-5, and claude-opus-5. #75, #76 Added server-side tools for WebSearch, WebFetch, CodeExecution, and AnthropicMCP, available through LLM's -T interface or Python tools=. The previous -o web_search* options have been removed in favor of -T WebSearch. #79 Upgraded to llm>=0.32. Reasoning, tool calls, tool results, and server-side tool results now stream as typed events. Reasoning for…

Simon Willison's Weblog
llm-anthropic 0.26

llm-anthropic 0.26

Release: llm-anthropic 0.26 Includes new features enabled by LLM 0.32: New models: claude-fable-5, claude-sonnet-5, and claude-opus-5. #75, #76 Added server-side tools for WebSearch, WebFetch, CodeExecution, and AnthropicMCP, available through LLM's -T interface or Python tools=. The previous -o web_search* options have been removed in favor of -T WebSearch. #79 Upgraded to llm>=0.32. Reasoning, tool calls, tool results, and server-side tool results now stream as typed events. Reasoning for…

Simon Willison's Weblog
PipeNetwork/minimax-h3-mlx

PipeNetwork/minimax-h3-mlx

PipeNetwork/minimax-h3-mlx MiniMax released MiniMax-H3 two days ago - they describe it as a "a general-purpose, omni-modal generative system", which in practice means it accepts text, images, audio and video and can use them to generate up to 15 second video clips with audio included. This Python package ports it to MLX for running on Apple Silicon. I got it running on my M5 Max MacBook Pro. I cloned the repo and ran the model like this: # First download the models uvx --from huggingface_hub hf…

Simon Willison's Weblog
PipeNetwork/minimax-h3-mlx

PipeNetwork/minimax-h3-mlx

PipeNetwork/minimax-h3-mlx MiniMax released MiniMax-H3 two days ago - they describe it as a "a general-purpose, omni-modal generative system", which in practice means it accepts text, images, audio and video and can use them to generate up to 15 second video clips with audio included. This Python package ports it to MLX for running on Apple Silicon. I got it running on my M5 Max MacBook Pro. I cloned the repo and ran the model like this: # First download the models uvx --from huggingface_hub hf…

Simon Willison's Weblog
AWS Security Hub Adds Socket for Supply Chain Security

AWS Security Hub Adds Socket for Supply Chain Security

Amazon Web Services (AWS) customers can now adopt Socket directly through the AWS Security Hub Extended plan, apply committed AWS spend, and start with the first month free. Socket covers supply chain security in the program, with deep behavioral analysis that catches malicious packages signature-based tools miss. Supply chain security in the Extended plan # The AWS Security Hub Extended plan brings curated third-party security tools into AWS across 10 security categories, with pay-as-you-go…

Socket