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Recently, an AI coding tool called Trickle has generated significant buzz on social media, garnering attention for its ease of use and powerful features. Designed for non-developers, this tool empowers ordinary users—especially product managers and creative professionals—to quickly transform their ideas into functional prototypes, even deploying them directly. Trickle not only lowers the technical barrier to entry but also significantly accelerates the cycle from ideation to product validation. Trickle's core strength lies in its built-in database.

In the tech field, a 'cat and mouse game' is unfolding between developers and management regarding the use of AI coding tools. While 15% of companies have banned these tools, nearly all development teams (99%) continue to use them in secret, with only 29% of companies establishing governance mechanisms. This phenomenon highlights the challenges faced in managing AI tools, particularly the growing severity of security issues. 80% of respondents express concerns about potential threats, especially the 'hallucination' problem generated by AI. 47% of respondents are open to allowing AI to make unsupervised code changes.

GitHub, a subsidiary of Microsoft, has released a more powerful AI coding tool that can answer questions based on company coding practices, speeding up the onboarding process for new engineers and helping professionals improve their work pace.