How to succeed (or fail) with AI-driven development
Artificial intelligence (AI) continues to permeate seemingly every aspect of business, including software development. AI-augmented development involves using generative AI to support various stages of the software development lifecycle, including des...
Devops debt: The hidden tax on innovation
Your devops teams are likely wasting half their time on work that delivers zero business value. According to our 2025 State of Java Survey & Report, 62% of organizations report that dead code is hampering their devops productivity, while 33% admit the...
Why AI projects fail, and how developers can help them succeed
Even as we emerge from generative AI’s tire-kicking phase, it’s still true that many (most?) enterprise artificial intelligence and machine learning projects will derail before delivering real value. Despite skyrocketing investment in AI, the majo...
Developers set the pace for genAI tools adoption
The increasingly weird interactions between everyday people and ChatGPT may make more headlines, but developers are setting the pace for AI’s future. Whether it’s coding assistants auditioning (sometimes erratically) as copilots, development platf...
The hyperscalers disrupt the sovereign cloud disruptors
The fast-paced world of cloud computing is a continuous cycle of innovation and disruption. Most recently, sovereign cloud startups have stepped into the spotlight, offering specialized cloud services with a focus on sovereignty to address pressing co...
Firecrawl: Easy web data extraction for AI applications
As organizations increasingly rely on large language models (LLMs) to process web-based information, the challenge of converting unstructured websites into clean, analyzable formats has become critical. Firecrawl, an open-source web crawling and data ...
Taking advantage of Microsoft Edge’s built-in AI
Large language models are a useful tool, but they’re overkill for much of what we do with services like ChatGPT. Summarizing text, rewriting our words, even responding to basic chatbot prompts are tasks that don’t need the power of an LLM and the ...
Google previews Gemini 2.5 Flash-Lite
Google has unveiled a preview of Gemini 2.5 Flash-Lite, a reasoning model optimized for cost and speed, and announced that two other Gemini models, Gemini 2.5 Pro and Gemini 2.5 Flash, are now generally available. Google made the announcements June 17...
Parasoft C/C++test adds AI assistant
Parasoft has released Parasoft C/C++test 2025.1, an update to the company’s automated testing solution for for C and C++ developers that introduces an AI assistant. The new release also adds nearly 70 static analysis rules, among other improvements....
Retail versus finance: How genAI coding strategies diverge
An AI security vendor on Tuesday published an analysis of the generative AI (genAI) coding differences between its retail and finance customers, revealing that the retail approach is much more aggressive, whereas finance has been working on the techno...
Get started with Python type hints
Python is best thought of as a dynamic but strongly typed language. Types aren’t associated with the names of things, but with the things themselves. This makes Python flexible and convenient for developers because you don’t have to rigorously def...
Better together: Developing web apps with Astro and Alpine
Astro is a stable server-side platform for launching web applications. Alpine is the go-to minimalist front-end JavaScript framework. Put them together, and you have a lean, versatile stack. This article walks through developing a web application that...
OpenAI’s o3 price plunge changes everything for vibe coders
On June 10, OpenAI slashed the list price of its flagship reasoning model, o3, by roughly 80% from $10 per million input tokens and $40 per million output tokens to $2 and $8, respectively. API resellers reacted immediately: Cursor now counts one o3 r...
Gemini 2.5: Updates to our family of thinking models
Google is releasing updates to its Gemini 2.5 model family, including the generally available and stable Gemini 2.5 Pro and Flash, and the new Gemini 2.5 Flash-Lite "thinking models" in preview, offering enhanced performance and accuracy, with Flash-Li...
Design a better customer experience with agentic AI
Whereas large language models (LLMs) attracted consumers well before enterprise users, SaaS platforms are driving the use of embedded AI agents to improve employee experience and productivity. AI agents are changing the future of work by helping HR le...
