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Dev · Friday, 31 July 2026 · Issue 62 · 13 stories

Firefox 154 animations, Arch shuts AUR, Perplexity numbat

Languages & Frameworks

Firefox 154 adds sibling-index() animations; infinity keyword and container queries explained

CSS‑Tricks #16 spotlights Firefox 154’s new sibling-index() function for animation, plus practical uses for the infinity keyword and the first look at container ‘stuck’ queries. The roundup also shows a CSS‑only World Cup knockout bracket and argues for lazy‑loading defaults, giving developers concrete ways to leverage these upcoming web platform features.

css-tricks.com ↗2 min read at source

Tools & Platforms

BitBang CLI gives browser‑based remote shell on NAT‑blocked machines, no accounts

BitBang CLI turns any machine behind NAT into a browser‑accessible remote shell, file browser, and network proxy without opening ports or creating accounts. Run `bitbang serve` to get a URL or short pairing code, then connect from any browser or another CLI; traffic is peer‑to‑peer encrypted via WebRTC. It replaces VPNs, ngrok, and similar tools for quick, private access.

github.com ↗11 min read at source

Perplexity launches numbat: local AI‑agent monitor with detection, blocking, and forensics

Perplexity’s new open‑source project numbat lets you watch every AI‑assistant running on a machine, desktop, CLI, IDE or gateway, in real time. It logs activity, applies built‑in CEL rules for detection, and can block actions before they execute, while also reconstructing sessions for forensic analysis. The single‑binary, cross‑platform tool gives teams endpoint‑level control over AI agents without cloud dependencies.

github.com ↗5 min read at source

Arch Linux shuts down AUR package adoption after wave of malicious updates

The Arch Linux team has disabled the AUR’s package adoption feature after a surge of malicious adoptions that injected a Tor‑controlled remote‑access trojan into orphaned packages. The move follows a campaign that compromised dozens of packages, prompting a temporary freeze on new accounts and tighter, though arguably weak, registration rules.

lwn.net ↗1 min read at source

AI-Assisted Development

Refactoring with Gen AI Slashes Future Token Costs

Giles Edwards‑Alexander refactored a 17,155‑line Rust data layer generated by Claude and Cursor, then measured token usage for identical AI‑driven feature changes after each refactor step. The experiment showed a steady drop in token consumption, proving that upfront refactoring can economically benefit AI‑assisted development.

martinfowler.com ↗16 min read at source

Developers become conductors: AI reshapes coding like an orchestra

AI is turning developers into conductors, orchestrating multiple code‑generating agents instead of writing every line themselves. This shift makes human attention the scarce resource, as developers allocate context, evaluate outputs, and guide agents like a maestro shaping an orchestra. The result: a new developer role focused on coordination, not just coding.

martinfowler.com ↗4 min read at source

Engineering Practice

GitHub speeds code‑search case‑folding to >45 GiB/s per core

GitHub’s code search now folds every byte at over 45 GiB/s on a single core by swapping early‑exit logic for a branch‑free loop and byte‑space arithmetic. The open‑source Rust crate ‘casefold’ handles the ASCII fast‑path without branches, slashing latency for indexing 480 TB of source across 180 M repositories.

github.blog ↗21 min read at source

DataFusion runs PageRank on a billion‑edge graph with 5 GB RAM

The author built a map‑reduce style graph engine on Apache DataFusion that fits billion‑edge graphs into 5-10 GB of RAM. It computes PageRank on a 1 billion‑edge dataset and finds weakly connected components on a 2 billion‑edge graph, something libraries like NetworkX can’t handle. This shows DataFusion can replace heavyweight Spark clusters for large‑scale graph analytics.

Defcon’s BaoChip-1x Turns Badge Into Open‑Source Security Token

The 2024 Defcon badge houses BaoChip‑1x, a mostly open‑source microcontroller that can be detached and used as a hardware security key. Huang released the chip’s firmware, processor core and cryptographic engines on GitHub and packaged it so infrared light can verify the silicon, making the design auditable. This gives hackers a verifiable, reusable token beyond the conference.

wired.com ↗7 min read at source

You’re caught up.

That was all 13 stories in the 31 July issue.