Audio Formats and Voice Agents

Sat, 26 Jul 2025 12:38:47 +0530

A little backstory

So for those of you who don’t know, I have been working as a Backend and AI engineer at Superdash for two weeks at the time I am writing this. And so far, I have worked on voice based AI agents and made them sound more natural. And, I’m sharing whatever I have scratched my head for. You can use this as a extra reading material while building anything related to voice based communication over the internet.

MCP: Giving LLMs Hands (and Tools)

Wed, 16 Apr 2025 14:37:16 +0530

Why the hype?

We’ve all faced the task of writing professional emails and sending personalized versions to multiple recipients. While ChatGPT can help draft the email, it would be even more efficient if the entire process, including sending personalized emails to each recipient, could be automated. Imagine your LLM handling the entire task for you – this is where MCP comes in.

For example, suppose you’re a marketing manager launching a new product. You need to email different customer segments with tailored messages highlighting the product features most relevant to them. Or, imagine you’re a recruiter sending personalized follow-up emails to candidates after an interview, referencing specific points discussed. MCP enables these kinds of automated, personalized communications, saving you time and improving engagement.

AI on funinkina's corner

Audio Formats and Voice Agents

A little backstory

MCP: Giving LLMs Hands (and Tools)

Why the hype?