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Smart Era Software Development
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Smart Era Software Development

Committed to openness and connectivity, we build frontline engineering capabilities in software, requirements, and platform engineering. By integrating digitalization, cloud computing, blockchain, new media and other hot tech topics, we create an efficient, cutting‑edge tech exchange platform and a diversified engineering ecosystem. Provides frontline news, summit updates, and practical sharing.

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Recent Articles

Latest from Smart Era Software Development

84 recent articles
Smart Era Software Development
Smart Era Software Development
Mar 16, 2023 · Artificial Intelligence

10 Essential Elements of Machine Learning System Architecture

The article outlines ten core components—data and feature pipelines, feature store, training and retraining pipelines, metadata store, serving infrastructure, production monitoring, reusable ML pipelines, workflow orchestration, CI/CT/CD, and end‑to‑end quality control—that together form a scalable, reliable architecture for modern machine‑learning systems.

MLOpsfeature engineeringmachine learning
0 likes · 7 min read
10 Essential Elements of Machine Learning System Architecture
Smart Era Software Development
Smart Era Software Development
Mar 2, 2023 · Artificial Intelligence

OpenAI Opens ChatGPT and Whisper APIs, Ushering in a Mass AIGC Era

OpenAI announced the public release of ChatGPT (gpt-3.5-turbo) and Whisper APIs, detailing pricing, the company's dual motivations of fostering innovation and benefiting humanity, and showcasing early adopters that illustrate how developers can now embed powerful AI capabilities into their products.

AI developmentAIGCChatGPT API
0 likes · 7 min read
OpenAI Opens ChatGPT and Whisper APIs, Ushering in a Mass AIGC Era
Smart Era Software Development
Smart Era Software Development
Feb 6, 2023 · R&D Management

Battling Software Scale and Complexity: Rescue, Cure, and Maintenance (Part 1)

The article examines why software development, despite modern tooling, still behaves like a handicraft that collapses under scale, explains essential versus accidental complexity, illustrates common sources of random complexity with real cases, and proposes a three‑step strategy—rescue, cure, and maintenance—to control growth.

R&D managementSoftware Architectureaccidental complexity
0 likes · 15 min read
Battling Software Scale and Complexity: Rescue, Cure, and Maintenance (Part 1)