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2851. 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 ...

2852. 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

2856. Hard-Won Lessons From a Year of Using AI (spin.atomicobject.com)

We are producing more with AI. What weโ€™re producing less of, apparently, is honest reflection on what that actually means. The internet is full of frameworks, prompt guides, and tutorials promising youโ€™ll โ€œ10x your productivity overnight.โ€ The question nobody seems to want to answer is whether any o...

2857. 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 โ€ฆ Continue reading โ†’

2859. 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...

2865. Liked Best/Next Time: A Lightweight Feedback Framework for Onboarding (spin.atomicobject.com)

How do you currently give feedback to new team members as theyโ€™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...

2866. Compound Engineering: How Every Codes With Agents (freek.dev)

Every shares how its team uses AI agents in a compounding loop of planning, working, assessing, and feeding lessons back into the system. The big idea: each feature should make the next one easier to build because the agents keep learning the codebase. Read more

2867. The stack behind There There (freek.dev)

An inside look at the stack powering There There: Laravel, Inertia, React, TypeScript, Horizon, Reverb, and a bunch of Spatie packages and services. A nice overview of the pragmatic tooling choices behind the product. Read more

2870. Notes from May 2026 (evanhahn.com)

My blog turned 16 this month! I did nothing to celebrate, but made some little tools and clicked some links about tech ethics. Things from me this month I published four little tools this month: ZIP Shrinker, a web app that shrinks ZIP files with higher compression ratios A command line tool to do (...

2873. Need a speaker at your Software Testing Meetup? How about a talk about putting together a React Native mobile testing framework? (www.tjmaher.com)

Are any software testing Meetups looking for a speaker? I have a talk, all ready to go!After surviving the first round of layoffs last December, I scrambled to organize my research notes on building a mobile automation framework into a presentation. I managed to finish it days before I was hit by th...

2879. Best of the Heap: First post of the pastโ€‹โ€‹โ€‹โ€‹โ€Œ๏ปฟโ€๏ปฟโ€‹โ€โ€‹โ€โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€โ€Œโ€Œโ€โ€Œ๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€๏ปฟโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€โ€‹โ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€‹โ€Œโ€Œโ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€‹โ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œโ€๏ปฟ๏ปฟโ€‹โ€โ€‹โ€โ€‹โ€๏ปฟโ€‹โ€‹โ€โ€‹โ€โ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€โ€‹โ€โ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€โ€โ€‹โ€๏ปฟ๏ปฟโ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œ๏ปฟโ€‹โ€๏ปฟโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟ๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œโ€๏ปฟ๏ปฟโ€Œโ€๏ปฟโ€โ€‹๏ปฟโ€๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€‹๏ปฟโ€โ€‹โ€Œโ€โ€Œโ€โ€‹๏ปฟโ€‹โ€Œโ€‹๏ปฟโ€Œโ€โ€‹๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€โ€‹โ€๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€Œโ€Œโ€‹๏ปฟโ€โ€‹โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€Œโ€‹โ€๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€‹โ€‹โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€‹โ€Œโ€‹๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€‹โ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€‹โ€Œโ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€Œโ€Œโ€‹๏ปฟโ€Œโ€โ€‹๏ปฟโ€๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œ๏ปฟโ€Œโ€Œโ€‹โ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€๏ปฟโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟ๏ปฟโ€Œโ€โ€‹โ€โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€Œโ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€๏ปฟโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€‹โ€‹โ€Œโ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€‹โ€Œโ€โ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€‹โ€Œโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œ๏ปฟโ€‹โ€๏ปฟโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€โ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€‹๏ปฟโ€โ€‹โ€Œโ€โ€Œโ€โ€‹๏ปฟโ€‹โ€Œโ€‹๏ปฟโ€Œโ€โ€‹๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€โ€‹โ€๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€Œโ€Œโ€‹๏ปฟโ€โ€‹โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€Œโ€‹โ€๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€‹โ€‹โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€‹โ€Œโ€‹๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€‹โ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€‹โ€Œโ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€Œโ€Œโ€‹๏ปฟโ€Œโ€โ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œ๏ปฟโ€Œโ€Œโ€‹โ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€Œโ€Œโ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€Œโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€‹โ€โ€‹โ€โ€Œ๏ปฟ๏ปฟโ€Œ (stackoverflow.blog)

Let's take a moment to shout out all the articles weโ€™re seen posted so far and encourage folks reading to reach out about your own.โ€‹โ€‹โ€‹โ€‹โ€Œ๏ปฟโ€๏ปฟโ€‹โ€โ€‹โ€โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€โ€Œโ€Œโ€โ€Œ๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€๏ปฟโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€โ€‹โ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€‹โ€Œโ€Œโ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€‹โ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œโ€๏ปฟ๏ปฟโ€‹โ€โ€‹โ€โ€‹โ€๏ปฟโ€‹โ€‹โ€โ€‹โ€โ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€๏ฟฝ...
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