Sharayu Sathe

Sharayu Sathe

Data Analyst | Data Engineer | Analytics

About

Data analytics and engineering professional with 5+ years of experience turning data into insights that drive better decisions. Skilled in building data pipelines, SQL, Python, cloud platforms, BI dashboards, and machine learning solutions. Passionate about solving real-world problems through data, automation, and innovative technology while helping teams work smarter.

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Forums

Apple's new age-rating question is mandatory this month. Answering "no" isn't the end of it.

Since July, App Store Connect asks whether your app has social media capabilities. From September, you can't submit a new app or an update without answering.

Apple posted on 9 July that the age rating questionnaire now includes questions about social media capabilities, and that "beginning in September 2026, responses will be required when submitting new apps or updates to the App Store, or when submitting apps for notarization for alternative distribution." September ends tomorrow, so if you have a build in flight, this is the week you meet it.

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22d ago

Looking for reliable open-source alternatives to enterprise AI tools?

I ve been trying to find a solid balance between expensive enterprise software and open-source alternatives for my workflow.

For small teams or independent creators, stacking up high-end subscriptions gets heavy on the budget pretty quickly. On the flip side, navigating the open-source world often comes with extra integration effort, which is tough when you're on a tight deadline. It takes quite a bit of time to find a community-driven setup that matches the seamless, out-of-the-box experience of a commercial platform. Sometimes, staying with established subscriptions just feels like the easiest way to avoid friction and focus purely on building.

I'm currently hitting this exact dilemma with Agentic AI. Are there any robust open-source frameworks you guys rely on that actually deliver reliable results without the premium price tag?

Would love to get some recommendations on how you handle this tradeoff in your own stack.

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25d ago

Why does my AI need 2 seconds to answer when the speech-to-text is already done?🤔

I'm building a real-time voice AI application, and I ran into a problem I didn't expect.

The speech-to-text part is already streaming and feels fast . But then...

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