InfoQ

Listen to this article -  0:00 Audio ready to play Your browser does not support the audio element. 0:00 0:00 New regions carry roughly forty percent of incremental infrastructure cost relative to an existing region footprint, aggregating cross-region network fabric (Roughly twenty-five percent of regional infrastructure), service launch overhead, and replication costs, before operational overhead.

In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Gabriela Moreira about making formal methods accessible through the Quint specification language, how AI is dramatically lowering the barrier to entry for formal specification and model-based testing, and why defining correct system behaviour remains essential human work in an AI-driven world.

In a recent article, Datadog engineer Arnold Wakim shared what worked, what didn't, and the lessons they learned while evolving a critical production system using AI to overcome hard limits in its storage backend and significantly improve performance. The original version of Stream Router, an API for managing routing in the metrics pipeline, was built as an eventually consistent system using a key-value (KV) model.

WordPress, the open-source content management system that powers a large share of the web, has released WordPress 7.0, shipping with a mix of platform-level AI infrastructure, a redesigned admin interface, and new design tooling for the block editor. WordPress 7.0, named after jazz legend Louis Armstrong, arrived on May 20, 2026 after slipping from its original April 9 target date.

Transcript Rajasekhar Ummadisetty: I'm Raj Ummadisetty, and joining me today is Ken Kurzweil. We are both software engineers on the Data Platform Org at Netflix. Within data platform, I am from the online datastores and Ken is from the data movement. Today, we are excited to share a story of massive architectural pivot that transformed how we move data at Netflix.

A platform is a collaboration system: platform teams depend on application teams, and both need shared standards, as Marcy Paramonova and Stéphane Cusin explained in their talk Building Cloud Native Culture in a Bank at KubeCon & CloudNativeCon Europe. Engineers trust a platform through its predictable behavior, not its features. Open source gave something we desperately needed: a shared standard and a common language between teams, vendors, and tools, Cusin mentioned.

OpenAI engineers spent weeks trying to explain mysterious crashes in Rockset, the C++ data infrastructure service that powers ChatGPT's search and data plugins. Functions appeared to return to bogus memory addresses. Stack pointers seemed to shift by 8 bytes mid-execution. Every hypothesis the team could construct had strong evidence against it. The bug seemed impossible. What they assumed was one bug turned out to be two unrelated bugs, coincidentally discovered at the same time.

Listen to this article -  0:00 Audio ready to play Your browser does not support the audio element. 0:00 0:00 Interactive audio apps often require a different streaming model than linear media playback, especially when users frequently jump between sections or tracks. Beat-aligned switching is a scheduling problem as much as a buffering problem, so timing-critical decisions need to be made within the native playback execution path.

InfoQ ホームページ ニュース Argo CD 3.3、安全なGitOps削除と円滑な日常運用を実現 原文リンク(2026-02-28) アプリケーションデプロイおよびライフサイクル管理ツールのArgo CDは、バージョン3.3のリリースにより新たなマイルストーンに到達した。人気のGitOps継続的デリバリーツールの機能を拡張するとともに、運用担当者が長年抱えてきた複数の課題に対処する。 Argo CD 3.3は、大規模なアーキテクチャ変更ではなく、日常的なGitOps運用における長年のギャップを埋める実践的なリリースとして位置付けられている。リリース候補版は、削除時の安全性、認証体験、リポジトリ性能、クラスターおよびオートスケーリングリソースに対するより精緻な制御に焦点を当てている。 リリース候補版公開時に掲載された発表ブログにおいて、ソフトウェアエンジニアのPeter Jiang氏は、Argo CD...

Google recently announced the general availability (GA) of AlloyDB AI functions, along with two acceleration techniques that fundamentally change how databases interact with large language models (LLMs). According to Google's internal testing, smart batching delivers a 2,400x improvement in throughput over row-at-a-time processing, while optimized proxy models push that to 23,000x with a 6,000x reduction in cost.