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Engineering
How We Reduced TCP Connections Across Our Voice AI Fleet Without Adding More Servers
Recently, while looking at our WebSocket server fleet, we noticed something interesting.
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Blog
RSS FeedEngineering notes and product updates from the team building Bolna’s voice AI infrastructure.
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Engineering
Cutting per-pod memory with gunicorn preload and copy-on-write
We run a real-time voice service whose containers were using too much memory and restarting during calls. Two findings: the restarts were liveness-probe timeout…
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Community
When One Provider Combo Goes Down, Thousands of Calls Suffer - Here's How to Catch It in 30 Minutes
Sudarshan Kamath, founder of Smallest AI, said something recently that stuck with me:
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FeaturesIntegrations
Deepgram Flux on Bolna: The Proven Way to Make Your Voice Agent Sound Effortlessly Natural
Deepgram Flux, the new conversational speech-to-text model, is now available on Bolna. Here is what it does, how it handles …
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Features
With Ambient Noise Your Voice Agent Sounds More Natural
AI voice agent calls sound robotic because of one thing most teams overlook, i.e silence. Bolna’s ambient noise feature adds …
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FeaturesIntegrations
SIP Trunking for Voice AI: 5 Powerful Reasons to Use Your Existing Provider Without Switching
Already using Plivo, Twilio, Telnyx, Vonage, or another SIP provider? Bolna lets you connect your existing SIP trunk and run …
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Bolna Launches OpenAI Realtime Voice AI Models in India for Enterprise Voice Agents
Last Thursday, OpenAI released a new generation of realtime voice models, each built for a different pattern of voice interaction …
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ComparisonIntegrations
Should your engineering team build Voice AI stack?
Nobody builds their own payments infrastructure anymore. Neither does one buy a chartered plane when in need of a business-class …
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GeneralUse cases
How to Choose the Right Voice AI Models for Your Voice Agent 2025
Choosing the right voice AI models is one of the most important steps in building a smooth and reliable Voice …
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FeaturesUse cases
Setting Up Pre-Call journey in Voice AI: Personalize Every Call Before It Starts
Before a call even begins, there is a small window where the experience can be shaped. This moment decides whether …
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Features
Voice AI Testing: How to Evaluate Your Agent Before Deployment (2025 Checklist)
If you run a business, you already deal with enough pressure. Missed calls. Long queues. Customers repeating the same details …
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GeneralUse cases
Build a Multilingual Voice AI Customer Support Agent in Minutes (No-Code Guide for 2025)
India speaks in many voices. With more than 19,500 languages and dialects, every region adds its own sound, rhythm, and …
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Use cases
Indian Voice AI Platform – Build Voice Agents for Businesses
Businesses in India are changing the way they talk to customers. Customer support, interviews, lead follow-ups, and even daily reminders …
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Features
Enterprise Voice AI On-Prem Deployment by Bolna
Enterprises are adopting voice AI to improve how they manage large volumes of spoken interaction. It is being used to …
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Use cases
Sales Engineer Hiring Made 10x Faster with Bolna
Hiring is harder than ever. According to SHRM’s 2024 Talent Trends report, more than 75% of companies are struggling to …
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Comparison
How Voice Agents Make Recruiting Tools Smarter in 2025
Hiring has changed fast. In 2025, artificial intelligence will play a central role in how companies find and connect with …
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Integrations
Streamline Hiring with Bolna and Workday Integration
If you have ever applied for a job or been involved in hiring, you know the early steps can be …
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AI in Recruitment
Top Indian AI Hiring Tools Every Recruiter Needs (2025 Edition)
Hiring in India is changing fast. Recruiters today manage thousands of applications, tight deadlines, and increasing pressure to find the …
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AI in Recruitment
Best AI Resume Screeners for Indian and U.S. Companies 2025
Recruiters everywhere face the same challenge too many resumes and not enough time to go through them all. In the …
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AI in RecruitmentAI Trends
AI Recruiter? How to Ace Your Next Interview
Getting ready for a job interview? There’s a good chance your next one won’t be with a person. It might …
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AI in Recruitment
AI Hiring in India 2025: Transforming Recruitment with Automation
India’s job market is growing quickly, bringing both opportunities and new challenges for recruiters. A recent survey found that 72% …
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AI Trends
5 Ways Agentic Workflows Are Transforming Business Operations
Imagine a business that runs smoothly on its own. Tasks are completed without delays, decisions are made instantly, and every …
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AI in Recruitment
Top 7 Proven Ways AI Hiring Software Transforms Recruitment
Hiring has become more challenging than ever. Recruiters now deal with a flood of applications, tight deadlines, and the constant …
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Bolna Turns One: A Year of Growth and Innovation
What a journey it’s been! Bolna recently celebrated its first anniversary, and what an incredible, action-packed year it has been. …
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AI Trends
Agentic AI Workflows: Building Better AI Teams in 2025
Most AI tools today work on their own. One tool answers questions. Another writes messages. A third schedules meetings. Each …
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AI in Recruitment
How Voice AI Is Changing IT and HR for the Future
A few years ago, artificial intelligence felt distant from everyday work. Today, it’s becoming part of almost every team. From …
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AI in Recruitment
Bolna Voice AI for Recruitment 2025: Smarter, Faster, Better Hiring
Hiring in 2025 looks very different from a few years ago. Across the world, companies are turning to technology to …
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FeaturesIntegrations
How Bolna Plivo Integration Powers Indian AI Calls
For many Indian businesses, phone calls are still the most trusted way to connect with customers. Whether it is answering …
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Comparison
Bolna vs Vapi: Choosing the Right Voice AI for Your Business
Voice AI is becoming an important part of how businesses talk to their customers. It helps teams handle calls, answer …
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Comparison
Bolna vs Retell: Finding the Right Voice AI Platform
Voice AI is becoming an essential part of how businesses communicate and operate. It is being used in healthcare to …
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Comparison
Bolna vs Bland: The Best Voice AI Agent Platform in 2025
Think about the last time you called a company and heard a friendly voice that answered your question right away. …
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AI in Recruitment
AI Recruitment in Tech Startups in 2025: Scale Hiring Without Hassle
Hiring skilled people is one of the biggest challenges tech startups face. The demand for software engineers, data scientists, and …
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