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1592. An Organizational Second Brain: Building an AI That Learns From Experts (engineering.fb.com)

We’ve built an AI agent that acts as a secondary expert for a given domain, making deep specialist knowledge readily available and preserved for anyone in an organization to access, share, and build upon. This is not a typical domain-specific agent. Its novelty comes from integrating two layers:  A ...

1598. What You Measure (thedailywtf.com)

Rachel joined a new team which was proudly "metrics driven". When she first met with her boss, Zane, he explained his thinking. "We need to be data-driven to make good decisions, right? We're a manufacturing company. We make widgets. At the end of the day, we need to make the most widgets for the lo...

1602. Why Gusto hired Evil Martians for Sidekiq infrastructure (evilmartians.com)

Author: Irina Nazarova, CEO of Evil Martians. I build developer tools and study the market that funds them.Topics: Case Study, Rails, AI, Ruby, SidekiqGusto runs payroll for 500,000+ businesses on one of the largest Rails monoliths anywhere. Why a team this strong hired Evil Martians for Sidekiq at ...

1604. The best dark mode toggle is probably none (lea.verou.me)

About a month ago, I wrote an article recommending that if you are going to have an always visible control for switching between light and dark mode, it should be a two-state toggle that alternates between system and whatever the current opposite of system is, not a tri-state one (system, light, dar...

1605. Designers already think in React (feed.thoughtbot.com)

I got curious about implementation because of padding. Specifically the fourth message in a thread about whether a card’s inner spacing was 16px or 20px. I have had some version of that conversation on every project I have worked on, along with the ones about type scale, and border radius, and which...

1606. Collections chunkBy() and Storage Path Hardening in Laravel 13.30 (laravel-news.com)

Laravel 13.30 adds a chunkBy() collection method, confines Storage::path() to the disk root, and prints why a queue worker stopped in queue:work output. The post Collections chunkBy() and Storage Path Hardening in Laravel 13.30 appeared first on Laravel News. Join the Laravel Newsletter to get Larav...

1607. NVIDIA and CrowdStrike Strengthen Agentic Cybersecurity Frontier (blogs.nvidia.com)

“We’re at an inflection point in cybersecurity,” Jensen Huang told a sold-out crowd at CrowdStrike’s Fal.Con 2026 in Las Vegas Tuesday. Attacks are now automated. Defense has to be, too.  The NVIDIA founder and CEO joined CrowdStrike CEO and founder George Kurtz to announce CrowdStrike SafeMind, its...

1608. Fragments: September 1 (martinfowler.com)

Like many readers, I’m wary of AI generated prose. Simon Wilison has written an LLM cliché highlighter - paste in some text, or a URL, and it will flag various patterns common to LLMs. It references a wikipedia page of signs of AI writing. That page points out that: Humans are notoriously bad at dis...

1610. How software engineering is changing: an essay challenge (blog.pragmaticengineer.com)

The pace of change in software engineering is only accelerating, especially since January of this year. This is all to do with the industry-wide adoption of LLMs, AI tooling, and AI infrastructure. At The Pragmatic Engineer, we always want to capture as much of what’s going on

1612. Leverage Android skills and Gemma 4 in Android Studio Quail 4 (android-developers.googleblog.com)

Posted by Amman Fasil Asfaw, Product Manager, Android StudioAndroid Studio Quail 4 is now stable and ready for you to use in production. This is the final stable release for Android Studio Quail. The new features in Android Studio enable you to build premium apps with AI efficiently and effectively....

1614. How to Get Started With Ollama (realpython.com)

Integrating local large language models (LLMs) into your Python projects with Ollama is a great way to improve privacy, reduce costs, and build offline-capable AI-powered apps. Ollama is an open-source platform that makes it straightforward to run modern LLMs locally on your machine. Once you’ve set...

1615. Build Your Own Face Recognition Tool With Python (realpython.com)

Do you have a phone that you can unlock with your face? Have you ever wondered how that works? Have you ever wanted to build your own face recognizer? With Python, some data, and a few helper packages, you can create your very own. In this project, you’ll use face detection and face recognition to i...

1616. Primer on Python Decorators (realpython.com)

Python decorators allow you to modify or extend the behavior of functions and methods without changing their actual code. When you use a Python decorator, you wrap a function with another function, which takes the original function as an argument and returns its modified version. This technique prov...

1619. How PR Reviews Were Stealing Our Team’s Focus and How We Got It Back (spin.atomicobject.com)

Pull request (PR) reviews are one of those engineering practices that almost everyone agrees are important, albeit time-consuming. They help teams catch issues, share knowledge and context within a team, and keep code quality from depending entirely on the author of the first version. However, even ...

1620. Building patterns unlocked by scale to zero (neon.com)

Most hosted Postgres pricing works like this: you pick an instance size, the vendor assumes the instance will run for about 730 hours a month, and you pay for those hours. Lakebase Postgres addresses that waste with autoscaling and scale to zero.
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