Researchers develop groundbreaking technique to systematically extract factual knowledge and reasoning patterns from large language models like GPT-OSS, Llama 3, and Qwen3-Coder, enabling model analysis, knowledge transfer, and data augmentation.
AI transforms unwieldy monolithic code into modular, testable functions, enhancing readability, maintainability, and facilitating comprehensive unit testing by developers prompting the AI to extract validation, data processing, formatting, and error handling into separate atomic functions.
Researchers warn that reverse engineering patches and leveraging AI code generation enables swift creation of reliable exploits, heightening the urgency for immediate and widespread software patching to counter industrialized exploitation.
Generative AI revolutionizes software testing by automatically creating and running test scripts, accelerating bug detection while freeing teams for innovation; the right AI model integrates into CI/CD pipelines for consistent, automated validation on every code change.
AI proves invaluable for seniors in coding, automating routines, prototyping, and bridging knowledge gaps, but lags behind in complex tasks like code review, architecture design, code quality assurance, and security analysis, highlighting its current limitations in software development.
A skilled developer advocates the controversial 'let code fail' approach, allowing unmaintainable code to break to force companies to allocate resources for refactoring, despite not consistently seeing it work in practice.
Activepieces unveils a self-hosted, open-source automation suite that integrates with local LLMs, offering a user-friendly interface with AI assistance for building complex workflows without coding, ensuring data privacy, customization, and avoiding vendor lock-in by running on user's own hardware.
Microsoft unveils Logic Apps as MCP servers, enabling AI-enterprise integration, allowing users to expose existing workflows as tools for large language models, AI agents, and MCP clients to interact with enterprise resources in a public preview.
As cloud edge infrastructure connects companies' assets, firms combat threats by implementing microsegmentation, encryption, and zero-trust frameworks to secure data traversing the public Internet.
Cursor releases code-supernova, a powerful stealth model available for free during a limited-time offer, inviting users to experience its capabilities and share their insights.