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I Will Never Use AI to Code (or write)

This article discusses the negative impacts of relying on AI for coding and skill development. The cycle of using AI leading to skill decay, skill collapse, and the end of capability is highlighted as a major concern. The economic implications of AI usage in various industries and the lack of profit.. read more  

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@kala shared a link, 1 week ago
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How AI Agents Automate CVE Vulnerability Research

A multi-agent system runs onGoogle's Agent Development Kit (ADK). It orchestrates specialized AI models for CVE research and report synthesis. It runso4-mini-deep-researchwith web search. On timeouts it falls back toGPT‑5. It extracts structured technical requirements. It maps those requirements to .. read more  

How AI Agents Automate CVE Vulnerability Research
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GitHub Copilot is an AI coding companion built by GitHub and powered by large language models trained on billions of lines of code. More than just autocomplete, it understands your project context — open files, comments, and coding style - to generate relevant suggestions, explain code, and even fix errors.

It integrates directly into popular IDEs like VS Code, JetBrains, and Neovim, offering seamless inline completions, chat-based assistance, and advanced modes like Copilot Agents that can edit, debug, and automate tasks across your codebase. With support for multiple languages, frameworks, and workflows, Copilot helps individuals and teams move from typing code to reasoning about it - enabling faster development, fewer bugs, and a more creative coding experience.