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![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
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Chandan Maruthi
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Code migrations are such a pain, As an Engineering Manager at LambdaSchool, I often came across code migrations. No one wanted to work on these projects and they often took too much time to complete. I really like the idea of automating migrations. This is such a common use case. Engineers can focus on user problems that are both fun and challenging to solve. I will check it out.
@ericdrowell...
![Second](https://ph-files.imgix.net/0a49ed2c-b3e1-40cb-b1fc-8356b373f42d.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Second
Automated codebase migrations and upgrades using AI
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Curated AI resources and playbooks for customer support leaders and individual contributors (Support Reps).
From White papers, Vendor evaluation matrix, support community Slack threads to ROI & analytics of AI-based solutions.
![AI playbooks for Customer Support](https://ph-files.imgix.net/f7204db3-7121-4daa-b2d2-48a983741719.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
AI playbooks for Customer Support
Crowsourced tips from tech support and AI leaders
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Use GPT3 to reduce customer support costs by 30%. Twig understands customer queries and proposes smart answers from deep within the documentation, knowledge bases, and historic customer support tickets.
Twig AI
AI to answer complex technical questions from customers
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Chandan Maruthi
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Thank you @hnshah for sharing Twig with the product hunt community.
👋🏼 Hey Product Hunt! We are @chandan_maruthi1 and @harish_maiya2, co-founders of Twig.so.
We are excited to announce a GPT3-powered AI tool for Customer Support Teams. Twig semantically analyzes your documentation, knowledge bases, and past support tickets and presents an answer to support agents.
The result is a 30%...
Twig AI
AI to answer complex technical questions from customers
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Chandan Maruthi
started a discussion
We were tired of missing startup events, So we spent a weekend solving it.
Hey all, My co-founder Harish and I like going to startup events to connect with the ecosystem. However, the biggest hassle is knowing that it's happening.
So we spent a weekend solving it. We just launched on PH today, check it out and let us know what you think. https://www.producthunt.com/posts/the-essential-founder-calendar
I would love to know what problem you face that would like to...
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Meet More Customers and Investors Every Week!
IRL events are a great way to connect to the ecosystem of founders, investors, and customers. Most events are free, but finding them is hard. We put the best startup events straight into your calendar.
IRL events are a great way to connect to the ecosystem of founders, investors, and customers. Most events are free, but finding them is hard. We put the best startup events straight into your calendar.
The Essential Founder Calendar
Over 100+ startup events and deadlines updated weekly
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Chandan Maruthi
left a comment
Hello Product Hunters 👋
Today, is launch day for The Essential Founders Calendar
1️⃣ What is it?
Oops ! did I miss that event (or deadline) 🤦♂️🤦♀️? We know that feeling!
If you are in the startup world. You need to hit all the important startup events. Missed events and accelerator deadlines are a lost opportunity to connect with that amazing customer, investor, or other founders. If only I...
The Essential Founder Calendar
Over 100+ startup events and deadlines updated weekly
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Chandan Maruthi
left a comment
I have been following Mahir, as he built and Iterated on Habitual Money, an amazing founder, and an amazing product. To the stars for Habitual Money !!!
Habitual Money
Track your spend across Venmo, Amazon & daily transactions
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Chandan Maruthi
started a discussion
How to Product Hunt, from Successful Launches
Dear PHers, I am getting ready for a PH launch, can you point me to resources that can help me plan better for a decent PH lanch.
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Chandan Maruthi
left a comment
1) TeamSync
2) Replace cold 📧 emails with a 🤳 video message
3) https://www.jointeamsync.com
Share your latest product here to get support, feedback, users!
Sharath Kuruganty
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Chandan Maruthi
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I guess it depends on a Fair use policy. Google is scraping your website all the time. But in return you receive traffic you would not have received other wise. On the other hand if you are hosting a list of some kind and someone steals it that's bad. Whats missing is a fair use definition what people can adopt like a Creative Commons version of fair use for bots
Do you actually mind bots scraping data from your website?
Misha Krunic
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Chandan Maruthi
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Make it clear that silence is ok, silence is acceptable and silence is appreciated. Most calls result in poor brainstorming because people feel the need to fill in the silence with talk. While silence is totally acceptable in physical brainstorming. Once you do this people will get time to hear themselves and think about what was said and result in better conversations and brainstorming
Product Managers, how do you do idea brainstorming effectively while working remotely?
Sharath Kuruganty
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Chandan Maruthi
started a discussion
What are you working on this week
Ok founders and startup folks. What are you working on this week ? #BuildInPublic
I'll go first, I am adding finishing touches to Google Oauth for TeamSync. Worked like crazy over the weekend. But need to test it well before it goes out.
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Chandan Maruthi
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Helping people who should use your product find and appreciate what you are doing.
Define marketing in five or less words!
Sharath Kuruganty
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Chandan Maruthi
started a discussion
What works for you with cold emails?
Getting customers to know about your product is essential for startups. What has worked well for you when cold emailing potential users?
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Chandan Maruthi
started a discussion
Who'z going to Dreamforce in SF next week ?
I happened to drive to SF downtown earlier this week and realized it's Dreamforce next week. Who's going and what are you looking to do when you are up there
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Chandan Maruthi
started a discussion
Who'z going to Dreamforce in SF next week ?
I happened to drive to SF downtown earlier this week and realized it's Dreamforce next week. Who's going and what are you looking to do when you are up there
![Chandan Maruthi](https://ph-avatars.imgix.net/1938636/0ec9ede7-7188-4217-a971-5391e4725dad.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Chandan Maruthi
left a comment
Obviously Awesome by April Dunford on Positioning
What book are you reading right now?
Tapsi
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