<rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Hacker News: ajabhish</title><link>https://news.ycombinator.com/user?id=ajabhish</link><description>Hacker News RSS</description><docs>https://hnrss.org/</docs><generator>hnrss v2.1.1</generator><lastBuildDate>Sat, 29 Aug 2026 12:14:31 +0000</lastBuildDate><atom:link href="https://hnrss.org/user?id=ajabhish" rel="self" type="application/rss+xml"></atom:link><item><title><![CDATA[New comment by ajabhish in "Show HN: A lightweight, stateless database for agent memory"]]></title><description><![CDATA[
<p>This looks promising! Curious why you named it `Polign`?</p>
]]></description><pubDate>Thu, 27 Aug 2026 17:51:01 +0000</pubDate><link>https://news.ycombinator.com/item?id=49468595</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=49468595</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=49468595</guid></item><item><title><![CDATA[New comment by ajabhish in "Show HN: We open sourced Vapi – UI included"]]></title><description><![CDATA[
<p>This is look pretty promising. Do you guys are focussing on a specific use case or any voice AI use case in general?</p>
]]></description><pubDate>Thu, 12 Mar 2026 16:47:49 +0000</pubDate><link>https://news.ycombinator.com/item?id=47353671</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=47353671</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47353671</guid></item><item><title><![CDATA[Show HN: AI agent that joins Google Meet/Zoom to give live product demos]]></title><description><![CDATA[
<p>Built an AI agent that can join video calls and present demos using Google Slides. Customer can interrupt, ask questions, jump to specific sections, basically interact like they would with a human.<p>The idea: instead of waiting days/weeks to book a demo with a sales rep, you get one instantly.<p>Demo video: <a href="https://youtu.be/6Sft2Cu38CM" rel="nofollow">https://youtu.be/6Sft2Cu38CM</a><p>Would love feedback from HN. What's broken? What use cases would you want this for beyond sales demos?</p>
<hr>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=46643880">https://news.ycombinator.com/item?id=46643880</a></p>
<p>Points: 1</p>
<p># Comments: 0</p>
]]></description><pubDate>Fri, 16 Jan 2026 07:15:09 +0000</pubDate><link>https://www.pipersdr.com/</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=46643880</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46643880</guid></item><item><title><![CDATA[Show HN: AI Tutor for Math with Customer Hardware]]></title><description><![CDATA[
<p>Add capability to Voice AI agent to use camera + screen share to peek at things in real-time<p>This unlocks unique abilities. Here:  Connected a document camera so the AI tutor watches me solve math on pen & paper, then guides me through mistakes. It generated dynamic slides to teach me concepts. Showers emojis when I got it right.<p>Personalized. Has memory. Learns at your pace.<p><a href="https://youtube.com/shorts/GE8hrbc0wYo?feature=share" rel="nofollow">https://youtube.com/shorts/GE8hrbc0wYo?feature=share</a></p>
<hr>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=46438007">https://news.ycombinator.com/item?id=46438007</a></p>
<p>Points: 1</p>
<p># Comments: 0</p>
]]></description><pubDate>Tue, 30 Dec 2025 21:07:08 +0000</pubDate><link>https://app.toughtongueai.com/run/seminarlines-algebra-tutor-69513790800e1ea3b09856a5/</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=46438007</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46438007</guid></item><item><title><![CDATA[New comment by ajabhish in "Netflix ad-supported tier decision"]]></title><description><![CDATA[
<p>Netflix introduced ad-supported tier in 2022 and things been great since then - subscriber growth, price increase ... and stock has responded really well.<p>But was there a different path there?</p>
]]></description><pubDate>Mon, 08 Sep 2025 18:44:08 +0000</pubDate><link>https://news.ycombinator.com/item?id=45172141</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=45172141</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=45172141</guid></item><item><title><![CDATA[Netflix ad-supported tier decision]]></title><description><![CDATA[
<p>Article URL: <a href="https://toughtongueaipm.substack.com/p/decision-making-question-netflix">https://toughtongueaipm.substack.com/p/decision-making-question-netflix</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=45172140">https://news.ycombinator.com/item?id=45172140</a></p>
<p>Points: 1</p>
<p># Comments: 2</p>
]]></description><pubDate>Mon, 08 Sep 2025 18:44:08 +0000</pubDate><link>https://toughtongueaipm.substack.com/p/decision-making-question-netflix</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=45172140</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=45172140</guid></item><item><title><![CDATA[New comment by ajabhish in "Live coding interviews measure stress, not coding skills"]]></title><description><![CDATA[
<p>I’ve seen this “stress ≠ skill” gap play out again and again. The Microsoft study the OP cites is brutal. Yet most prep advice (“just grind LeetCode”) still ignores the cortisol factor.<p>One thing that’s helped me, as both an occasional interviewer and a frequent interviewee, is recreating the stress loop on my own terms. Friends rarely push hard enough, and a paid coach is $150+ an hour. Lately I’ve been working on a little side-project Tough Tongue AI: a voice-driven agent that drops you into a live code editor, throws follow-up questions, even interrupts when you go off-road, then gives a feedback at end. It’s not magic, but after a few sessions the “somebody’s watching me” adrenaline spike starts to feel familiar.<p>If live coding interviews are here to stay, a repeatable way to train the physiological side of the test, not just the algorithms would be helpful!</p>
]]></description><pubDate>Fri, 01 Aug 2025 16:53:10 +0000</pubDate><link>https://news.ycombinator.com/item?id=44759347</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=44759347</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44759347</guid></item><item><title><![CDATA[Show HN: Transform static presentations → dynamic AI-guided experiences]]></title><description><![CDATA[
<p>Demo: <a href="https://youtu.be/W4uBOTf9KtY" rel="nofollow">https://youtu.be/W4uBOTf9KtY</a><p>Today we’re rolling out beta access to our AI agent that talks to Google Slides.
- Ask a question → it jumps to the right slide
- Need a diagram? → “Show slide 3”
- Want to rewind? → “Go back two slides”<p>This can be a game changer for teaching new concepts, employee training (onboarding, explaining playbooks etc) ...<p>Our agent now has capability to display and navigate Google Slides based on conversation flow, creating truly interactive learning experiences.<p>Setup in 3 steps:
 1⃣ Get the embed URL from Google Slides (File → Share → Publish to web → Embed)
 2⃣ Enable the tool in scenario settings and paste the URL
 3⃣ Add slide instructions to your AI prompt (e.g., “Show slide 3 for the architecture diagram”)<p>Create your own: <a href="https://app.toughtongueai.com/advanced-scenario-create/" rel="nofollow">https://app.toughtongueai.com/advanced-scenario-create/</a><p>Try the one I used: <a href="https://app.toughtongueai.com/run/paris-tough-tongue-ai-pitch-688bb85d8021d1a72a3d25ea/" rel="nofollow">https://app.toughtongueai.com/run/paris-tough-tongue-ai-pitc...</a><p>Or the one that teaches: <a href="https://app.toughtongueai.com/library/product-design-interview-tips-5-strategies-688bb9ca8021d1a72a3d25fa/" rel="nofollow">https://app.toughtongueai.com/library/product-design-intervi...</a></p>
<hr>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=44753245">https://news.ycombinator.com/item?id=44753245</a></p>
<p>Points: 2</p>
<p># Comments: 0</p>
]]></description><pubDate>Fri, 01 Aug 2025 05:19:30 +0000</pubDate><link>https://app.toughtongueai.com/library/product-design-interview-tips-5-strategies-688bb9ca8021d1a72a3d25fa/</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=44753245</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44753245</guid></item><item><title><![CDATA[Show HN: Voice AI Based Visa Interview Prep]]></title><description><![CDATA[
<p>Here’s a draft “Show HN”–style post you can use on Hacker News:<p>---<p>*Show HN: Tough Tongue AI – Agentic Role‑Play for Visa Interview Prep*
<i>A realistic, memory‑driven AI coach to help you ace every consular Q\&A</i><p>I’ve built *Tough Tongue AI*, an agentic role‑play platform designed to simulate real visa interviews and drive continuous improvement across sessions. Instead of one‑off mocks, our AI:<p>* *Remembers your past answers* so you never repeat the same mistakes
* *Generates dynamic follow‑up questions* based on your responses
* *Offers instant, actionable feedback* on content, tone, and phrasing
* *Supports cross‑session progress tracking* with personalized drills
* *Adapts to any visa type*—student, work, tourist, H4, Schengen, and more<p>I’d love to get feedback from the HN community on:<p>1. How realistic are the role‑plays?
2. What additional visa‑specific features would you want?
3. Ideas for integrating community‑driven question sets.<p>*Try it now:* [<a href="https://app.toughtongueai.com/collections/685906c3a2320018923dcaaf/" rel="nofollow">https://app.toughtongueai.com/collections/685906c3a232001892...</a>](#)
 *Source & Docs:* [<a href="https://github.com/your‑org/toughtongue‑visa">https://github.com/your‑org/toughtongue‑visa</a>](#)<p>Any thoughts or suggestions are hugely appreciated!</p>
<hr>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=44575603">https://news.ycombinator.com/item?id=44575603</a></p>
<p>Points: 1</p>
<p># Comments: 0</p>
]]></description><pubDate>Tue, 15 Jul 2025 20:42:27 +0000</pubDate><link>https://app.toughtongueai.com/collections/685906c3a2320018923dcaaf/</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=44575603</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44575603</guid></item><item><title><![CDATA[Show HN: Voice AI Practice Scenarios for PM Interviews]]></title><description><![CDATA[
<p>Curated collection of 35 voice AI based practice scenarios for PM Interviews. This provides practice for all major question types, including: - Product design - Product strategy - System design - Product analytics among other things.<p>I have personally tried these scenarios and I've enjoyed interacting with them.</p>
<hr>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=44322353">https://news.ycombinator.com/item?id=44322353</a></p>
<p>Points: 2</p>
<p># Comments: 1</p>
]]></description><pubDate>Thu, 19 Jun 2025 20:41:54 +0000</pubDate><link>https://www.toughtongueai.com/blog/ai-practice-scenarios-product-management</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=44322353</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44322353</guid></item><item><title><![CDATA[Show HN: AI Morning Reflection Coach]]></title><description><![CDATA[
<p>I’ve been low-key obsessed with how I start my mornings lately. I used Tough Tongue AI to create a Morning Reflection Coach that does following:
- Grounding
- Planning of day
- Positive affirmation<p>It has memory so across session can remember what happened and note down this on card.<p>Why I’m liking it
- It’s faster than journaling but still forces me to think.
- When I slack off, next day it kinda calls me out (politely).
- Weirdly makes affirmations feel less cringe because the AI personalizes it and says it<p>Video demo: <a href="https://www.youtube.com/watch?v=a8bhLxYV-JY" rel="nofollow">https://www.youtube.com/watch?v=a8bhLxYV-JY</a></p>
<hr>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=44139181">https://news.ycombinator.com/item?id=44139181</a></p>
<p>Points: 2</p>
<p># Comments: 0</p>
]]></description><pubDate>Fri, 30 May 2025 19:23:45 +0000</pubDate><link>https://app.toughtongueai.com/run/morning-reflection-coach-68130b5ff922486a45f11c9f/</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=44139181</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44139181</guid></item><item><title><![CDATA[New comment by ajabhish in "Ask HN: Conversational AI to Learn a Language"]]></title><description><![CDATA[
<p>Our Voice AI Agent makes it extremely simple and engaging to learn new language - create card dynamically, asks multiple-choice-questions, uses diagrams, does role play ...<p>Demo: <a href="https://www.youtube.com/watch?v=2iSIVnLR-nM" rel="nofollow">https://www.youtube.com/watch?v=2iSIVnLR-nM</a>
Website: <a href="https://app.toughtongueai.com/" rel="nofollow">https://app.toughtongueai.com/</a></p>
]]></description><pubDate>Wed, 21 May 2025 03:44:08 +0000</pubDate><link>https://news.ycombinator.com/item?id=44048080</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=44048080</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44048080</guid></item><item><title><![CDATA[Show HN: Product Hunt AI Coach – AI voice Agent that remembers you]]></title><description><![CDATA[
<p>Hey HN,<p>We have built a Product Hunt Launch Coach, an AI voice adviser that remembers your product details and gives step-by-step guidance for each stage of a Product Hunt launch.<p>What you can do<p>- Talk instead of type: The site uses the Voice AI Agent to guide you through product hunt launch. We have added a knowledge base using  1000 top launch dataset (posts, comments, up-vote curves) with an LLM to surface patterns—timing, headline formulas, hunter involvement, etc. That helps this coach to help you frame positioning, share tips and guide you at every step
- Memory that sticks: It stores your product name, audience, and launch date, so follow-up questions build on earlier chats without repeating yourself.
- Launch playbooks: Pre-launch checklist, hour-by-hour launch-day plan, plus a curated list of 100 + communities (Discords, sub-reddits, forums) and email/DM templates for hunters and influencers.
- Post-launch ideas: Tips on converting PH traffic into ongoing sign-ups and testimonials.<p>How it works
- Front-end: Next.js + React.  
- Voice layer: Cartesia  
- Back-end: Claude Sonnet 3.7 for reasoning, with a small RAG layer built from manually researched best-practice docs and high-scoring launch examples (no scraped PH API yet).  
- State & auth: Supabase (PostgreSQL) for saved sessions; all voice + product data stays in your account.<p>Try it
- Live demo (10 min free, no email needed): <a href="https://buildinpublic.buzz/" rel="nofollow">https://buildinpublic.buzz/</a>
- Lifetime access: US $99 one-time.<p>Looking for feedback on
- Whether the memory feature feels reliable.  
- Extra data points or launch assets you’d like it to track.<p>Thanks for checking it out! I’ll be in the thread all day to answer questions.</p>
<hr>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=43947668">https://news.ycombinator.com/item?id=43947668</a></p>
<p>Points: 3</p>
<p># Comments: 1</p>
]]></description><pubDate>Sat, 10 May 2025 18:11:03 +0000</pubDate><link>https://buildinpublic.buzz</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=43947668</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43947668</guid></item><item><title><![CDATA[Show HN: Voice AI agent conducted Coding Interview]]></title><description><![CDATA[
<p>We gave our Voice AI agent following tools to conduct coding interview :
- Publish coding question to editor 
- Read and run code from editor to evaluate 
- Fetch hint to guide the interview
- End the discussion on its own when done (or around the 10-minute limit we've set)<p>It's still a work in progress. But this is unlike anything we’ve seen before :)
Demo: <a href="https://youtu.be/oER-D3pw-JM" rel="nofollow">https://youtu.be/oER-D3pw-JM</a></p>
<hr>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=43671006">https://news.ycombinator.com/item?id=43671006</a></p>
<p>Points: 1</p>
<p># Comments: 0</p>
]]></description><pubDate>Sun, 13 Apr 2025 08:09:04 +0000</pubDate><link>https://app.toughtongueai.com/collections/67f81090eb595cb2876ccc6f/</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=43671006</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43671006</guid></item><item><title><![CDATA[New comment by ajabhish in "AI voice agent to chat about System Design"]]></title><description><![CDATA[
<p>Idea here to provide fun, human-like conversation with AI voice agent backed by high quality system design content.<p>ps: It's still experimental and capped to a token limit.</p>
]]></description><pubDate>Fri, 21 Feb 2025 12:56:47 +0000</pubDate><link>https://news.ycombinator.com/item?id=43126911</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=43126911</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43126911</guid></item><item><title><![CDATA[AI voice agent to chat about System Design]]></title><description><![CDATA[
<p>Article URL: <a href="https://app.toughtongueai.com/collections/677e38473df2a2a45567fbf4/">https://app.toughtongueai.com/collections/677e38473df2a2a45567fbf4/</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=43126910">https://news.ycombinator.com/item?id=43126910</a></p>
<p>Points: 1</p>
<p># Comments: 1</p>
]]></description><pubDate>Fri, 21 Feb 2025 12:56:47 +0000</pubDate><link>https://app.toughtongueai.com/collections/677e38473df2a2a45567fbf4/</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=43126910</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43126910</guid></item><item><title><![CDATA[Show HN: Create effortless animation for Product Hunt launch]]></title><description><![CDATA[
<p>As I was preparing for PH launch, I had to create multiple gif, so I productized and created this website whether with a few click you can upload your product logo and create beautiful, professional animation.<p>Kept this repo open source so that it grows as more people use it for launch!
- Code: <a href="https://github.com/ajitesh123/product-hunt-launch/tree/main">https://github.com/ajitesh123/product-hunt-launch/tree/main</a>
- Website: <a href="https://product-hunt-launch.vercel.app/" rel="nofollow">https://product-hunt-launch.vercel.app/</a></p>
<hr>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=42980424">https://news.ycombinator.com/item?id=42980424</a></p>
<p>Points: 5</p>
<p># Comments: 0</p>
]]></description><pubDate>Sat, 08 Feb 2025 04:39:42 +0000</pubDate><link>https://product-hunt-launch.vercel.app/</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=42980424</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=42980424</guid></item><item><title><![CDATA[Show HN: Collection of high-quality AI-powered PM Interviews]]></title><description><![CDATA[
<p>I created a collection of 20 high quality AI-conducted Product Management interviews based on  my personal interview preparation notes for top companies like Google, Amazon, and others, where I secured job offers!<p>I tried these interviews and loved it, and would have personally paid $$ for this. Offering this FREE for testing and feedback</p>
<hr>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=42659544">https://news.ycombinator.com/item?id=42659544</a></p>
<p>Points: 1</p>
<p># Comments: 0</p>
]]></description><pubDate>Fri, 10 Jan 2025 20:05:13 +0000</pubDate><link>https://www.toughtongueai.com/collections/6777ff4b305e81f4d9832fee/</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=42659544</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=42659544</guid></item><item><title><![CDATA[New comment by ajabhish in "Show HN: Collection of AI-Conducted PM Interviews"]]></title><description><![CDATA[
<p>I created a collection of PM interviews based on my experience of interviewing Google, Amazon, and Intuit among other.<p>This a free resource for looking for feedback and whether it's helpful.</p>
]]></description><pubDate>Wed, 08 Jan 2025 19:47:40 +0000</pubDate><link>https://news.ycombinator.com/item?id=42637760</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=42637760</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=42637760</guid></item><item><title><![CDATA[Show HN: Collection of AI-Conducted PM Interviews]]></title><description><![CDATA[
<p>Article URL: <a href="https://www.toughtongueai.com/collections/6777ff4b305e81f4d9832fee/">https://www.toughtongueai.com/collections/6777ff4b305e81f4d9832fee/</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=42637759">https://news.ycombinator.com/item?id=42637759</a></p>
<p>Points: 1</p>
<p># Comments: 1</p>
]]></description><pubDate>Wed, 08 Jan 2025 19:47:39 +0000</pubDate><link>https://www.toughtongueai.com/collections/6777ff4b305e81f4d9832fee/</link><dc:creator>ajabhish</dc:creator><comments>https://news.ycombinator.com/item?id=42637759</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=42637759</guid></item></channel></rss>