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A 4.5-hour journey from idea to working fitness app with LLM agents The post From Vibe Coding to Spec-Driven Development appeared first on Towards Data Science.
Read full articleThe rise of autonomous AI-driven cyberattacks poses significant risks to financial stability and demands urgent regulatory attention. The post LLM agents can now automate full cyberattacks, and crypto wallets are already in the crosshairs appeared first on Crypto Briefing.
Whether you are using an AI code generator, vibe coding, or applying spec-driven development methodologies, your job doesn’t end with AI writing the code. Whether you’re using AI to develop applications, APIs, data pipelines, AI agents, or other automations, writing the code is just one part of the job. Developers must still perform code validation, test applications, automate deployment, and configure infrastructure. According to one survey, only 16% of a developer’s time is spent writing code. The remaining 84% is spent on other activities including defining requirements, triaging bugs, and addressing vulnerabilities. Additionally, while AI code generation speeds up development, it can come at the cost of quality and collaboration. In Atlassian’s State of Teams 2026 survey, nearly 50% of respondents say their AI outputs aren’t reliably high quality and admit that using AI is a compromise between speed and quality. Knowledge workers say the pressure to execute is also problematic, wit
The concept of vibe coding is interesting; you don’t need to be a developer or software engineer to build your own applications. You can describe your idea to an AI in plain language, and it will build, edit, and refine your applications so you don’t have to write code line by line. It sounds simple […] The post Meet Atoms: A Vibe Coding Tool That Uses AI Agents to Build, Deploy, and Market Your App (No Code) appeared first on MarkTechPost.
A systems-level deep dive into the hidden microarchitectural costs of Kubernetes GPU time-slicing, and what it actually costs to co-locate Agentic AI workloads. The post GPU Time-Slicing for Concurrent LLM Agents on Kubernetes appeared first on Towards Data Science.
Most of Apple's current AI ideas are roughly the same as everyone else's AI ideas. A chatbot you can ask questions; quick ways to create or summarize text; bizarre, borderline creepy image-generation tools. The company spent most of its WWDC keynote playing catch-up with the state of the AI art, announcing Siri features you can already find on Android phones and in the Claude and ChatGPT apps. The pitch, in so many cases, is just "this thing you know, but on your iPhone now." But a few minutes after I downloaded the first developer beta of iPadOS 26 (I didn't want to risk it on my Mac or my iPhone, both of which are too important to my dail … Read the full story at The Verge.
Spec Kit's spec-driven development could reshape AI coding economics by increasing compute costs, impacting scalability for large teams. The post GitHub unveils Spec Kit to enhance AI coding with spec-first approach appeared first on Crypto Briefing.
Vibe coding turns plain language into working software. Explore 15 tools shaping how developers build apps in 2026. The post 15 Best Vibe Coding Tools in 2026 Compared: Pricing, Features, and Best Fit appeared first on MarkTechPost.
AI-driven coding accelerates development, reshaping banking tech strategies, challenging third-party vendors, and prompting regulatory scrutiny. The post ING Groep employs vibe coding to slash electronic trading development time from weeks to hours appeared first on Crypto Briefing.
