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Agentic Loops Unleashed: Building a Flexbox Engine in 3 Hours with AI Autonomy

Agentic Loops Unleashed: Building a Flexbox Engine in 3 Hours with AI Autonomy

A developer's experiment demonstrates how AI agentic loops—where models iteratively debug and refine their own code—enabled building a complete flexbox layout algorithm in record time. By designing precise feedback mechanisms and harnessing autonomous iteration, this approach achieved what traditionally took weeks, signaling a paradigm shift in AI-assisted development.
Google's Jules API Opens Access to AI-Powered Development Automation

Google's Jules API Opens Access to AI-Powered Development Automation

Google has launched the Jules API, enabling developers to programmatically automate software development tasks through AI agents. The API allows integration with tools like GitHub and Slack for code generation, bug fixes, and workflow automation. This marks a significant step toward embedding AI assistance directly into developer toolchains.

The Vocabulary Trap: How Misleading Terms Are Undermining AI-Powered Builders

As AI democratizes app development, non-engineers are learning terms like 'your cloud' and 'backend' that obscure true infrastructure ownership, creating a false sense of control. This misdirection risks locking builders into platforms and limiting their ability to scale or customize, highlighting an urgent need for honest tools and education in the tech ecosystem.

AI Commoditization Forces Venture Capital to Reckon with the Death of Incremental Innovation

The rise of AI-assisted development enables enterprises to rapidly build in-house versions of startup ideas, rendering safe B2B acquisitions obsolete. Venture capitalists must now choose between funding incremental 'AI wrapper' plays or returning to their roots by backing bold, consumer-focused innovations that challenge extractive tech giants like Instagram and Spotify.