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1563. Python 3.15 Preview: UTF-8 by Default (realpython.com)

Python 3.15 makes UTF-8 the default text encoding. A plain open("notes.txt") call now decodes the same way on every platform, including Windows. Earlier Python versions picked an encoding from your locale, so on Windows the same code that worked on Linux and macOS could produce garbage. By the end o...

1564. Reading Table Bloat Before It Reads You (www.tigerdata.com)

PostgreSQL table bloat: detect it before it kills performance. Measure heap and index density, set autovacuum thresholds, and alert on dead tuple ratios and vacuum lag.

1565. Maybe We Shouldn't Be Reviewing All This Code (martinfowler.com)

TL;DROr, perhaps the problem isn't that AI has broken code review, maybe it’s that we've been using code review to solve the wrong problems I was on a panel recently with Brian Houck from DX at Code Remix, hosted by Moderne. It was one of the more interesting panels I’ve done, largely because we dis...

1566. Below the Harness: Governing a Multi-Model, Multi-Harness World (www.docker.com)

We believe the future is a multi-model, multi-harness world. And we think it needs a new trust model. In 1988, Norm Hardy described a problem that had been quietly breaking systems for years: the confused deputy. A program that takes action using its permissions instead of yours. Today, every AI age...

1568. Quit Blabbing, Claude Code! Shorter Answers with Output Styles (spin.atomicobject.com)

A note from the author: Just before this post was set to be published, a new feature was released on Claude Code that makes this post somewhat obsolete: Claude’s new “Concise” output style. I was sick of scanning through walls of text each time I asked Claude Code a question. Skills like I have ADHD...

1569. Quiz: Python 3.15 Preview: UTF-8 by Default (realpython.com)

In this quiz, you’ll test your understanding of Python 3.15 Preview: UTF-8 by Default. By working through this quiz, you’ll revisit where Python’s old default text encoding came from, which operations rely on that default, how to find code that leans on it, how to pass an explicit encoding in your o...

1573. 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 ...

1579. 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...

1583. 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 ...

1585. 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...

1586. 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...

1587. 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...

1588. 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...

1589. 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...
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