This article will examine the practical pitfalls and limitations observed when engineers use modern coding agents for real enterprise work, addressing the more complex issues around integration, ...
OpenAI on Thursday launched GPT-5.2-Codex on December 18, barely a week after unveiling its GPT-5.2 model series, as the company races to defend its position against Google's Gemini models. The new ...
The advantage AI brings to the table is that it "compresses feedback loops and allows engineers to focus on problem solving rather than mechanical tasks," Kumar said. "Treat it not as a replacement, ...
China’s new coding AI beats GPT-5.1 and Claude 4.5, with 128,000-token context helping you solve tougher repos faster and cut ...
理解 AI coding 智能体的设计,可以帮助开发者更好地使用 AI coding 工具,实现开发提效。了解用户提示词预处理,帮助我们写出高效的用户提示词。例如:为什么在提示词中使用 @字符引入文件、目录作为上下文,可以减少会话轮次?如何自定义命令 ...
Since the one-day trial feels much more like a realistic workday, the process benefits both sides. Candidates have ample ...
AI-based coding tools won't be able to compete with the LLM giants. Observability is one possible way to differentiate the tools. Some startups will get acquired, others will go out of business.
At its Think conference this week, IBM introduced Project CodeNet, which the company claims is the largest open source dataset for benchmarking around AI for code. Consisting of 14 million code ...
Anthropic's Ralph plugin keeps Claude retrying until specs pass, with a stop hook to pause loops, so you ship cleaner code ...
AI is increasing both the number of pull requests and the volume of code within them, creating bottlenecks in code review, integration, and testing. Here’s how to address them. AI is dramatically ...
According to McKinsey, nine in 10 organizations use AI in at least one business function, yet less than half are either doing ...
The first major challenge directly comes from the limited data. Unlike software engineering tasks, where large-scale public data is abundant, the hardware domain, especially UVM verification, is ...