... shipped a major update to ExplainGitHub and it s all about making repo exploration faster, smarter, and more useful for real work. What s live now GitLab support (public & private): sign in with GitLab and chat with any repo just like GitHub. Saved chats & History view: your conversations persist jump back into repos and continue where you left off. Smarter context: ask in natural language the AI automatically finds the right files and uses them for more accurate ... ... answers (no manual file selection). GitDiagram visualizations: get an instant architecture map to understand structure and relationships at a glance. Browser extension: open chat directly from any repo page or swap github.com explaingithub.com

... built Nutralyze, a mobile app that suggests healthier or more suitable alternatives the moment you type the food (and amount) you want to skip e.g., 150g fries get swaps with a quick rationale. How it works Enter the food + amount you d like to avoid. AI returns contextual alternatives

... Public community) Poor onboarding: I underestimated the importance of this in light of launching LangFast to a broad audience. Things could have gone better if I had at least a landing page and a video demo of me explaining how to use it. Lack of a hook: The app is a weekly/bi-weekly tool by nature, I'm lacking a strong come back because you and your team needs this hook. Insufficient analytics: I did not have any funnel analytics ... ... product does not have an activation hook yet. I need to identify what it is. Next steps Do's: Improve analytics to make it possible to find outliers and power users Add a landing page and a demo to explain

... identifies historical patterns in your numerical data to generate autonomous forecasts. Simulates Events : You can choose from a range of dynamic scenarios, like a Black Swan , Crisis , or Growth event, and instantly see the impact on your data. Explains the Why : For each simulation, it provides a natural-language summary, explaining

... files that we forget how much inspiration lives off-screen. For me, it was showing my cousin how stop losses work using coins on a table. No graphs or anything, it was just moving stacks back and forth to explain risk. That moment hit me: if I can explain

... audiences. The best companies grow through word of mouth. But for that to happen, people need to get what you do instantly and be able to repeat it. That starts with a one-liner: a clear, concise sentence that explains what your company does in plain language. The biggest mistakes I see? Not leading with what you do and burying your message in jargon. Take this one-liner: Indy Cloud is a know-how and synergy platform. Do you instantly ... ... what this means? No. What about this one? "Nimbus is a next-gen collaboration layer powering integrated human experiences." No, again. Now take Partiful: Plan events in seconds. It only takes four words to explain

... matter Artist & historical context It even works in Traditional Chinese, French, and Spanish (great for tourists). I built this for museum visitors who want more than a line of text, and for art students who want a pocket explainer. This is an early launch so I d love to hear: Would you use this on a museum trip? Is there anything you d expect from a tool like this that I haven t thought of yet? Thanks for checking ...

... just released a WordPress plugin called WP AI Text Explainer. It lets visitors highlight any text on your site and get an explanation via a custom tooltip powered by AI (OpenAI or Claude). You can: Control which content is selectable Customise the wording, style, and behaviour of the tooltip Choose your preferred AI model and edit the prompt API keys are encrypted and never exposed Meet accessibility standards (fully keyboard- and screen-reader friendly) This works well for: Educational content ...

... your pricing model? Is it the fear factor? Are you worried about picking the "wrong" price and scaring customers away? Stressed about not having enough customer research or willingness-to-pay data? Paralyzed by all the big decisions (freemium vs. paid, tiered vs

... Yesterday, I was looking for something light to watch on YouTube and bumped into a video about the AI 2027 report that explains how AI will drastically change our world in just a few years. The video talks about how OpenAI and other key players like DeepSearch are leaning toward building a general AI that can do everything (Artificial General Intelligence). In just a few years, it could create an incredible job loss, followed by protests all over the world ... ... that's not enough, the AI 2027 report predicts that AI could become better and better at "cheating," creating a misalignment between its goals and human beings' goals. Well, the video explains

... build. Rather than inventing this system ourselves, we decided to follow Linear s recommended approach. Linear is a very opinionated tool: there really is only one way the builders of Linear want us to use it, which they ve explained in full depth across they re docs. The further we ve gone, the more we ve learned to stop re-inventing the wheel and just follow their playbook. Mandating a single system and process has helped us coordinate and move ... ... announce the new feature. For every launch, we typically create three kinds of videos: A launch video for social media: Aimed at people who don t yet know us. Short, eye-catching, and focused on the why. An explainer

... draft surprised - surprisingly automated: Turned technical jargon into visual flowcharts Matched tech blue gradient template But business scenario pages had duplicate content Iterative tweaking (6 minutes) Optimize with built-in instructions: "Compress scenario pages to 3 typical examples, add competitor comparison dimension" Replaced 5 redundant pages after second generation Visualization of time-saving effects Traditional operation: estimated 6 hours (2h for logic construction + 3h for design + 1h for modification) EasySlides actual test: 12 minutes core framework + 35 minutes detail optimization ... ... Suggestions for newbies to avoid pitfalls Accurate feeding of information: add the command "need to explain

... still so tough for creators and marketers to make quick, simple edits? Most tools are built for pros, and AI videos often feel a bit off. We kept hearing: Why can t I just make a fast explainer or a talking avatar without a studio? That s what we want to change: Instantly create videos from text prompts Bring blogs, courses, and social posts to life with talking avatars Experiment and storyboard easily not just edit With ... ... range is really important for TikTok and YouTube Shorts. Comment from Manu Goel(@manu_goel2): Veo also falls short. Really need simplistic tools. Headache is multiple prompts but needle not moving as much...as if one was trying to explain

... that parsing, chunking, and field-level accuracy are handled by Tensorlake s document engine no hacky pipelines required. Why it matters Many LangChain projects break down when document structure is inconsistent, or field extraction needs to be accurate and explainable. Tensorlake s integration provides: Reliable document ingestion Schema-driven field extraction Native support for RAG pipelines Built-in SDK + Playground for fast iteration It s now super simple to use documents (like SEC filings, contracts, or invoices) as context ... ... rabiu): This is exactly what I didn't know I needed. Parsing and chunking docs has always felt like the least fun, most error-prone part of building with LangChain. Tensorlake engine sounds like it gets it right structured, explainable

... Over the last few months more and more companies have shared that ChatGPT has become one of their top acquisition channel Some examples: Guillermo Rauch, CEO of Vercel , explained that they went from getting 1% to 10% of their sign-ups coming from ChatGPT within 6 months Marie Martens, Co-founder of Tally , said that they scaled from 2 to $3M ARR in the span of 4 months thank to a major influx of customers coming from ChatGPT & Perplexity ... ... asked, "Can you help me understand what  Querri  does?" The answer was very detailed and great. I also asked, "I own a consulting business. Could Querri help me work with my clients' data faster?" The answer explained

... tend to be in a more "chill" mode during that time. We could end this week on a positive note: What successful milestone did you achieve with your product this week? (Show off your accomplishments, and feel free to explain how you did it.) ---------- As for me, I had 3 highlights this week: 1) I got a sponsor for my weekly newsletter because I just posted online that there was still a vacancy. 2) The last two articles ... ... warrenharmon  I am going to check it. Comment from Nika(@busmark_w_nika): @manu_goel2  Can you share the vid? :D Comment from Nika(@busmark_w_nika): @manu_goel2  Watched a video, it seems you extensively explained

... upcoming launch on Product Hunt and planning to include a short video introducing our product. We re debating between two approaches and would love your input: A clean, polished video showing the product in action with a voiceover explaining the features. A video where a real person (our founder) appears on camera to introduce the product and walk through the key value points. We want the video to be engaging, trustworthy, and clear. Have you seen one format work better ... ... bringing up this thread. I will listen in too Comment from Jennifer Nechanicka(@jennifer_interactively): I think featuring a real person would be better, to me it feels more personal and shows the founder/team member took the time to explain

... People are talking about MCP so much and it feels like a secret hack to unlock AI/LLM capabilities and make them do more with other tools/softwares. Can anyone help me explain MCPs to my mom in as little words as possible? Preferably avoiding saying "Model Context Protocol" Comment from In s Billi res(@ines_billieres): MCP is a standard that lets AI apps talk to other tools, like a bridge. It makes AI super flexible, connecting it to software like databases ... ... just answer questions Comment from SAYEED AFZAL(@sayeed1440): MCP is like giving AI detailed instructions and the keys to use other apps or tools so it can actually get stuff done for you, not just talk about it To explain

... have been working with technical founders across AI, Web3, and deep tech, and I keep seeing the same thing: The product is strong, but the way it is explained holds it back. Customers do not get it. Investors hesitate. Even teammates are unsure what the big idea really is. It is not because the idea is wrong. It is because it is too close to be explained

... into automation. Helped a perfume client generate $25k+ in 60 days for an e-commerce upsell campaign (just emails, no ads). Selling cheap tester item for $1 then upselling it to $95 item. Helped a TV Streaming brand(Netflix competitor in Europe, Baltics) create email automations that convert email readers into long-term, fixed-contract paid subscribers (lookup Go3 brand). While the exact revenue generated isn't disclosed to me, I guess hundreds of thousands in new revenue ... ... your email channel. So..If you re thinking: My trial-to-paid conversion sucks I don t have time to write X number of onboarding emails for people to convert to paid subs my product s too complex to explain

... security, they would use it and naturally you would use it too :D Actually, it's very normal not to understand and I definitely understand you because this is something unique and very difficult to imagine, understand and especially explain because this is a technique and it's never been applied before. Like taking blockchains out of machines and bringing them to the web. Your comments are actually very understandable, you're looking from the end user's perspective ... ... this is not an end user product, but thank you for noticing this and allowing me to explain

... feel this is spot on! Comment from Juan Secchi(@juan): I like this saying! Yes, there are lots of complicated things in the world, but if you think about what problem your product fixes, you can usually explain that part simply. The hard part comes when you've been making something for so long, your head is full of all the small details and technical stuff. You know too much! It gets really hard to step back and see your ... ... product like a new person would. That's what the phrase is talking about. If you try hard but still can't explain

... help elderly family members (parents, grandparents) and older generations navigate new technologies? If yes, how? I have a few tips that I have tried: Buy seniors a smartphone, tablet (at least the simplest device to get practice) Explain to them the basics of how it works, practical things for their real-life situations Create courses for seniors, where you explain

... online is a nightmare: 72% of Google s first-page results are ads 42% of Amazon reviews are unreliable 15+ minutes wasted per search Solution : Lumigo is an AI-powered search engine that: Bans all ads and sponsored results Explains every recommendation (sources: blogs, Reddit, trusted reviews) Why It Works : Week-over-Week Growth : Week 1: +23.56% Week 2: +18.70% Week 3: +59.90% Week 4: +67.70% Week 5: +262.88% CTR : 16.67% (vs

... officially giving up on my million dollar heist... and starting a movement instead. Yup, you read that right. No typo. No clickbait. Just clarity. Let me explain Over the past few years, I ve been on a mission to build a bootstrapped SaaS business that hits $1M in revenue. And honestly, I wasn t far off. My product Lancepilot launched on Product Hunt, crushed it on AppSumo, and things were looking great. But something didn t feel right. Somewhere along ... ... this approach. And that's where these things are going to be hard. Comment from ISTIAK AHMAD(@istiakahmad): @busmark_w_nika  Hey Nika, Its been a while ( : since we last communicated. Lets catchup shoon and let me explain