The speakers discuss transitioning AI agents from local FastAPI prototypes to resilient production systems on Kubernetes using Ray. They share operational insights on RayCluster topology, stateful...
Based on Gemma 4 and released under the Apache 2.0 license, Google's EmbeddingGemma 2 is a compact, open-weight, multimodal embedding model designed to make semantic search and retrieval-augmented...
The panelists discuss how production operations are evolving with AI, turning operational data into actionable insights for incident response. They explain how automation and new architectural...
In a recent article, Colin Weld and Connor Adams, staff engineers at Modal, describe how they rebuilt their sandbox infrastructure from the ground up to support millions of concurrent sandboxes...
This article examines the limitations of conventional personalization systems and highlights the need for a governance-first architecture. It emphasizes separating relevance from governance to...
Novartis’s chief data and digital officer for biomedical research explains how data platform investments are paying off in AI safety prediction, generative chemistry, and faster translation.
The energy system has proven surprisingly resilient, but shock absorbers are thinning. Energy security has no easy exits but room to maneuver.
Autonomous teams are an article of faith in modern software development. The shape of our value determines what we can do; it determines our trade-offs between agency and coherence. We all have a...
In a recent research paper, Google introduced Beyond Zero, a “security model for the AI era” that extends Zero Trust to autonomous AI agents. The new approach moves access decisions from the...
Yao Yue discusses the fundamental limitations of standard line charts for system observability. Drawing from 15 years of operating large-scale systems, she shares how engineering leaders and...
In this article, author Srikanth Mamidala discusses the data lake architecture used for analytics, reporting, and machine learning and shows how to manage the consumer lag metrics when using Kafka...
DuckDB Labs has previewed DuckDB v2.0, codenamed "Cyanoptera." This release includes over 10000 commits and introduces a client/server mode, enabling network connections. Improvements also...
Only a few software teams are seeing real impact from incorporating AI. The key is launching an AI-driven redesign of the entire product development system, rather than just deploying new tools.
The AI policies across the Linux ecosystem are very heterogeneous, ranging from the GCC’s restrictiveness, the Linux kernel’s pragmatism, to the more open disclosure-based utility model of...
QCon AI Boston 2026 focused on the operational challenges of deploying AI agents, emphasizing the need for robust production infrastructure. Key themes included improving context management,...
Many founder-led companies freeze at the $1 billion to $10 billion valuation stage. Those that scale reinvent their business, people—and themselves—at five key inflection points.
Andy Brinkmeyer shares how engineering leaders and architects can use Rust to build failure-proof systems. Moving beyond memory safety, he explains how ownership, enums, and the typestate pattern...
作者参观了阿 Paul 的画展,回忆起1997年 Beyond 的音乐作品,感受到其个人风格。展览中有许多与歌曲相关的作品,作者特别喜欢一幅黑粉配色的画作,并购买了一幅与猫有关的作品。
Global steel investment is flat, but DRI-EAF production is gaining share in advanced economies.
The name got there first “Vibe coding” is a useful description of a specific, low-accountability behavior. You describe something loosely, accept what the model generates, and don’t concern...
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