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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

79 recent articles
Smart Era Software Development
Smart Era Software Development
Jul 10, 2025 · Artificial Intelligence

Why Strong Coding Skills Supercharge AI: Insights from Karpathy’s Recommended Blog

The article explains that AI acts as an amplifier for software engineers, showing that solid coding fundamentals and precise prompts dramatically boost AI‑generated output, illustrated with prompt comparisons, tooling tactics, and a real‑world PostgreSQL optimization case, while emphasizing disciplined practices to avoid low‑quality code.

AI-assisted codingDatabase OptimizationLLM tools
0 likes · 17 min read
Why Strong Coding Skills Supercharge AI: Insights from Karpathy’s Recommended Blog
Smart Era Software Development
Smart Era Software Development
Jul 8, 2025 · Artificial Intelligence

12-Factor Agents – Core Principles to Bridge the Demo‑to‑Production Gap for Reliable LLM Apps

The article presents the 12‑Factor Agents framework, adapting the classic 12‑Factor App methodology to large‑language‑model agents and detailing twelve concrete engineering principles—ranging from prompt control and context engineering to human‑in‑the‑loop and stateless design—that together enable production‑grade, observable, and maintainable AI agents.

12-FactorContext ManagementLLM agents
0 likes · 11 min read
12-Factor Agents – Core Principles to Bridge the Demo‑to‑Production Gap for Reliable LLM Apps
Smart Era Software Development
Smart Era Software Development
Jul 2, 2025 · Artificial Intelligence

Is Prompt Engineering Obsolete? How Context Engineering Redefines AI Architecture

The article argues that as large language models become more capable, the key to successful AI applications shifts from clever prompting to robust context engineering—a dynamic, system‑level practice that supplies precise information, appropriate tools, and proper formatting to ensure stable, production‑grade agent behavior.

AI AgentsContext Engineeringlarge language models
0 likes · 9 min read
Is Prompt Engineering Obsolete? How Context Engineering Redefines AI Architecture
Smart Era Software Development
Smart Era Software Development
Jun 16, 2025 · Artificial Intelligence

Key Skills That Define the Next‑Gen GenAI Application Engineer

The article outlines the core competencies of a next‑generation GenAI application engineer—rapid modular AI development, leveraging AI‑assisted coding tools, strong product and design intuition, and mastery of a layered “AI LEGO” stack ranging from prompting and RAG to agentic frameworks and multimodal technologies.

AI engineeringAI toolsGenAI
0 likes · 5 min read
Key Skills That Define the Next‑Gen GenAI Application Engineer
Smart Era Software Development
Smart Era Software Development
Jun 12, 2025 · Artificial Intelligence

Anthropic’s Practical Guide to AI Agents: From Selection to Efficient Implementation

This article offers a detailed, Anthropic‑based guide on building effective AI agents and workflows, covering selection criteria, design patterns such as prompt chains, routing, parallelization, orchestrator‑worker and evaluation‑optimization, real‑world case studies, and concrete implementation recommendations that stress simplicity and composability.

AI AgentsAnthropicLLM
0 likes · 26 min read
Anthropic’s Practical Guide to AI Agents: From Selection to Efficient Implementation
Smart Era Software Development
Smart Era Software Development
Jun 7, 2025 · Artificial Intelligence

Why Traditional Programmers Are Becoming Obsolete: Insights from Anthropic CPO Mike Krieger

In a candid podcast, Anthropic CPO Mike Krieger reveals that up to 95% of Claude Code’s output is AI‑generated, discusses how engineering and product roles are being redefined, examines the challenges of merge queues and product strategy, and shares lessons from the rise and shutdown of the Artifact news app.

AI programmingAnthropicClaude
0 likes · 37 min read
Why Traditional Programmers Are Becoming Obsolete: Insights from Anthropic CPO Mike Krieger
Smart Era Software Development
Smart Era Software Development
Jun 4, 2025 · Artificial Intelligence

Beyond a Minor Update: DeepSeek's Coding Ability Leaps Forward

The DeepSeek‑R1 model upgrade dramatically improves reasoning depth and code‑generation performance, matching top‑tier models on benchmarks like LiveCodeBench, while industry experts warn that such advances could reshape software engineering roles and devalue pure coding skills.

AI impact on jobsAI programmingDeepSeek
0 likes · 5 min read
Beyond a Minor Update: DeepSeek's Coding Ability Leaps Forward
Smart Era Software Development
Smart Era Software Development
Jun 1, 2025 · Artificial Intelligence

Harrison Chase’s Key Insights on the Future of AI Agents

In his Interrupt 2025 keynote, LangChain founder Harrison Chase outlines the four core skills required of modern “Agent Engineers,” explains why multi‑model architectures, prompt‑driven context, and cross‑functional teamwork are essential, and reveals how LangGraph, LangSmith and the Open Agent Platform aim to solve current deployment and observability challenges for production‑grade AI agents.

AI AgentsAI ObservabilityAgent Deployment
0 likes · 19 min read
Harrison Chase’s Key Insights on the Future of AI Agents
Smart Era Software Development
Smart Era Software Development
May 30, 2025 · Artificial Intelligence

How Tencent’s TRMT Boosted DeepSeek’s Communication: A Chinese Open‑Source Success

Tencent’s Star‑Network team partnered with DeepSeek to open‑source the DeepEP communication library, then used its self‑developed TRMT stack to overcome RoCE limitations, achieving up to 100% speedup on RoCEv2 and 30% on InfiniBand, cutting training costs and inference latency for large MoE models.

AI trainingDeepEPDeepSeek
0 likes · 8 min read
How Tencent’s TRMT Boosted DeepSeek’s Communication: A Chinese Open‑Source Success