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4803. NVIDIA Levels Up Local AI Agents Across RTX PCs and DGX Spark (blogs.nvidia.com)

Personal agents are exploding in popularity, with open source projects like OpenClaw and Hermes seeing rapid adoption by AI developer communities on GitHub. Built to adapt to individual preferences and workflows, these agents can interact with applications, generate content, automate repetitive proc...

4804. Advanced Eloquent Query Filtering with Filterable (laravel-news.com)

Filterable is a Laravel package that provides multiple engines for advanced, scalable filtering of Eloquent models, including support for nested JSON and relationship filtering. The post Advanced Eloquent Query Filtering with Filterable appeared first on Laravel News. Join the Laravel Newsletter to ...

4805. Audit Laravel Apps for Security Issues with Checkpoint (laravel-news.com)

Checkpoint is a dev-only Artisan command that runs 26 static security checks against a Laravel application, covering dependency CVEs, hardcoded secrets, injection risks, and misconfigured application settings. The post Audit Laravel Apps for Security Issues with Checkpoint appeared first on Laravel ...

4806. Parsel: Parse PDFs, Office Documents, and Images in PHP (laravel-news.com)

Parsel is a PHP package that wraps the liteparse lit CLI to extract text, positioned items, and screenshots from PDFs, Office files, and images locally. The post Parsel: Parse PDFs, Office Documents, and Images in PHP appeared first on Laravel News. Join the Laravel Newsletter to get Laravel article...

4814. The Four Signals of AI Observability (feed.thoughtbot.com)

A few months ago we shipped a chat experience to production. Users ask a question, our app routes it through an LLM model, the model calls a few internal tools, and an answer comes back from it. It worked. Sort of. When the model answered well, we had no idea why. When it answered badly, we had no i...

4815. The Illusion of Perfect LLM Code (ariya.io)

I recently tested several different LLMs by tasking them with implementing a simple authentication feature for a web app. It is clear that almost all modern LLMs are now excellent at following a structured blueprint. However, the real differences appeared when looking under the hood at the security ...

4816. Validating distinct data in requests (freek.dev)

Michael Dyrynda shows how Laravel's distinct validation rule can protect nested request payloads from duplicate reference values before they corrupt relationship mapping. He also highlights the strict and ignore_case options for cases where loose comparison is not enough. Read more

4818. Laracon AU 2026 Announces Full Speaker Lineup, Schedule, and Workshops (laravel-news.com)

Laracon AU has officially unveiled its full 2026 schedule, including all speakers, talks, and workshops for this year's event. The post Laracon AU 2026 Announces Full Speaker Lineup, Schedule, and Workshops appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this...

4819. Storing data as a sequence of events - RubyConfAt lightning talk supplement (blog.arkency.com)

Storing data as a sequence of events - RubyConfAt lightning talk supplement This post originated from the lightning talk and the discussions I had afterward at RubyConfAt. It was a great conference. Especially the music part was amazing. Big kudos and applause to the organizers, once again! The Ligh...

4820. Hard-Won Lessons From a Year of Using AI (spin.atomicobject.com)

We are producing more with AI. What we’re producing less of, apparently, is honest reflection on what that actually means. The internet is full of frameworks, prompt guides, and tutorials promising you’ll “10x your productivity overnight.” The question nobody seems to want to answer is whether any o...

4821. With Claude: Less Coding, More Testing (henrikwarne.com)

Having used Claude Code for a few months now, I have noticed how software development has changed for me. I write a lot less code, but I spend more time understanding and testing the code Claude has written. The proportions … Continue reading →

4823. super() without arguments: How Python finds self and the MRO (lernerpython.com)

In Python, invoke super as: Where’s self? Or the MRO? – At compile time, Python adds a __class__ closure cell.– At runtime, super() grabs self from the calling frame — […] The post super() without arguments: How Python finds self and the MRO appeared first on LernerPython.

4824. Collective Consciousness or Shared Hallucination? (joshtronic.com)

Call me crazy, but I feel like I've been reading the same fucking article over and over again the last few months. My main consumption website is Hacker News, specifically the front page. It's flooded with "AI" content, no shocker there. What's been starting to not sit right with me is the clusterin...

4830. Liked Best/Next Time: A Lightweight Feedback Framework for Onboarding (spin.atomicobject.com)

How do you currently give feedback to new team members as they’re onboarding in their new role? How do you set clear expectations for them of what success looks like? When we onboarded two delivery leads to the Ann Arbor office last year, we experimented with a lightweight informal feedback framewor...
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