... Cloud, DevOps, and Software Engineering (Python, Go, JS/TS, React, Next.js, GCP, AWS, Azure) Proven writing impact - hundreds of published articles reaching millions of readers on platforms like Medium Storytelling for engineers - I transform complex architecture, tools, and workflows into clear, engaging content that builds trust and drives adoption What I deliver for companies: Thought-leadership content that positions your brand as an industry expert Hands-on technical guides that win developer attention and loyalty Case studies & product deep dives ...

... Product Hunt! Big news - Memolect now supports Zoom meetings. Whether your team meets on Zoom, Google Meet, or MS Teams, Memolect can now: Join your Zoom calls automatically Transcribe conversations Summarize the discussion into clear action points Suggest Jira/Linear tasks you can execute with a single click This means your engineering & product teams can skip manual note-taking, focus on the conversation, and let Memolect handle the follow-up. Perfect for distributed teams who want every meeting ... ... with clear

... meetings even before launch. Personally, I like good optics. The visual promise, even before interacting with the product, says a lot. You can tell in my case from our website . A well-chosen color scheme can signal personality. A clear tone of voice can show they understand their audience. These things can build trust before anyone ever clicks Sign up. But things shouldn't just look good. They should be Good . So where s the line? Is obsessing over branding ... ... early on just procrastination disguised as productivity? Or is it a strategic move to position yourself in a crowded market from day one? If you re building now, how much time are you putting into branding versus

... Built by licensed agent and founder Joshua Small, CloseHive brings sellers, buyers, and agents together in one seamless workflow. No more lost paperwork or scattered messages. With CloseHive, you get: Instant onboarding for sellers Auto-generated contracts & disclosures Clear task and milestone tracking Built-in chat and calling A mobile-first design made for real users Why CloseHive? Real estate closings are complex and slow. CloseHive changes the game by automating the entire process, reducing friction and giving control ... ... back to you. Perfect for: Homeowners who want stress-free sales Agents seeking faster deals and growth Referral partners building effortless income Buyers craving clear

... Good" Content, Aim for "Good for Whom?" The first step is to stop trying to make "good" content in general, and instead focus on making content that's "good for a specific audience." You need to clearly define your target audience: Who are they? What's their knowledge level? What market are they in? What kind of content do they usually consume? What content actually works for them? This is essentially user profiling combined with competitor

... your human and LLM 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 ... ... point, we use AI isn t a differentiator. Models are quickly becoming a commodity. So if you re leading with AI in your one-liner, it s worth asking: does that truly set you apart? When it comes to competitors

... this your first product? If not, what else have you built, or are currently working on? This is my second product. I realized the need to build YoinkUI while building my first product actually. It was a competitor marketing analysis tool, but I abandoned the project. What s your secret weapon or go-to when you get stuck while building? Going for a walk or taking a shower always helps me clear

... experienced blogger or just getting started, this blueprint provides a comprehensive, easy-to-follow plan for creating engaging content that resonates with your audience. Here s what it includes: Tailored Content Calendar: Organize your posts with a clear timeline and structured workflow. No more guessing what s next or scrambling for ideas! Engaging Themes & Content Ideas: Never run out of topics again! Get a list of themes that will keep your blog fresh, relevant, and engaging. SEO-Optimized Strategy ... ... Template Will Help You Align your content with your business goals. Plan months of content in advance, so you're never scrambling for ideas. Optimize every post for SEO, ensuring that your work reaches the right audience. Set up clear

... speaking out my internal dilemma. The key phrase is take control of it. Instead of seeing vibe coding as relinquishing control to an AI, I should see it as a new skill to master. The skill of clearly telling a computer (via an AI) what you want it to do is incredibly valuable. In fact, it might be the defining skill of the next generation of developers. It s not about giving up on coding; it s about leveling ... ... serious repercussions . It s a powerful tool, and like any tool, it can be misused. The InterviewCoder saga is an extreme case, but it forces us to ask where we draw the line. For me, the line is pretty clear

... everyone I m Aaryan, a statistics grad (still clearing my last semester) with a deep obsession for chess, code, data analytics, and solving real-world problems through structured thinking. Over the past year, I ve been quietly building StatSigma a Six Sigma and Operations Research analytics platform. Think of it as an all-in-one workspace where students, consultants, researchers, and quality teams can: Run tools like Gage R&R, ANOVA, Regression, CTQ Tree, Pugh Matrix, and more ... ... struggle with bloated tools, unclear results, or no time to learn Python or R just to run a simple MSA. So I thought why not build a clean, no-nonsense toolset that gives you the right analysis, interprets it clearly

... question right on your screen. Practice Mode Rehearse in a pressure free space, get quick feedback, and tighten your answers before the real call. Vision View Share slides, code, or designs and let the AI break them down into clear talking points. Combo Mode Ask a question out loud while showing your screen; Orchestra blends for a deeper, spot on answer. Why it matters: Real time support turns those high pressure pauses during interviews into clear

... user fatigue? How do you avoid overcorrecting too soon or, worse, abandoning something with potential? This is something we think about a lot at Clueso. How do you bridge the gap between building a great feature and communicating it clearly enough for users to care, engage, and adopt it? I d love to hear stories from the trenches. Whether you work in product, marketing, customer education, or enablement what s your go-to move when new features don t land ... ... Olga Zueva(@olga_zueva): For me main steps in such situation: 1. Check if my audience is relevant 2. Run some UX interviews and see in real life how people use the product 3. Run some UX interviews on competitors

... report on this topic, and it reminded me of how big a bubble I live in. When Meta announced back in 2024/2025 that they wanted to create AI avatars to boost engagement , I was skeptic, but data speaks clearly  young people enjoy AI interaction . Some key points: The majority of U.S. teens (72%) have tried an AI companion at least once. 52% said they are regular users (13% chat with them daily and 21% chat a few times ... ... real friends are more likely to spend their time outside. :) Comment from Nika(@busmark_w_nika): @jordansvision  Of course, there is that trend. Even AI avatars earn way more than "regular" people. Comment from Nika(@busmark_w_nika): @vshpandey96

... growth These mistakes aren t just common: they re predictable. Some of the most frequent pitfalls I see: Building without validating a real pain point Skipping the problem/solution fit stage Mistaking early adopters for broad market demand Lacking a clear path to scale Burning cash before finding the right business model Not knowing where they actually are in their startup journey That s why I built StartupScan.ai It s a free AI-powered assessment tool that helps you diagnose your ... ... startup s maturity and gives you a clear

... efficient, and frustration-free. 2 Plan out the implementation A day spent planning can often save 3 days of development. Before we write a single line of code, we break down projects into extremely granular issues in Linear, with clear time estimates for each one. Only when you do this do you get a realistic estimate of how long the project is actually going to be. That clarity is critical. Without it, it s dangerously easy to fall into ... ... however they liked some used issues, others dumped all tasks into a checklist, some just kept it in their heads. That flexibility worked for a while, but as we grew, it started to break down. Tracking and communicating progress clearly

... love to hear: What did you actually focus on in your last few days before launch? What do you wish you had done earlier? And what turned out not to matter as much as you thought? Trying to stay clear-headed and make good calls this week - any perspective helps. - Brandon C Comment from Helga Razinkova(@helga_impalpable): Hey Brandon, I haven t had such an experience yet, just wanted to support you :) Since I m also preparing to launch ...

... goes from topic selection, information gathering, and idea formation, to the actual production and finally publishing. These steps make up the core content creation workflow. If we were to map these steps out in a table, you'd clearly see where different types of tools come into play. We've been looking at how AI is reshaping this process from two main angles: Boosting Efficiency Where can AI significantly boost efficiency? How were these stages done before, and what ... ... working on right now actually revolve around these two directions: First, in the idea validation stage when we were building educational products in the past, we'd pour a ton of time and energy into things like PBL design, competitor

... comments = meaningful change history Trello s activity log is okay. But it doesn t show what actually changed. Board Assistant adds auto-comments whenever key fields change: custom fields labels dates checklists You'll see before and after values, clearly written in natural language. It s like a smart audit trail built right into your cards. Plus: Copy custom fields, labels, and lists between boards Configure member actions per list: add, replace, clear

... data analysis tool for you. With Powerdrill, you only need to drag and drop your data and ask questions in plain English. It analyzes your data, cleans it, visualizes key trends and segmentations into charts, and offers clear, actionable insights. With the suggested follow-up questions, you can freely explore your data and discover trends and correlations. Need a report? In one click, it automatically generates one for you. You can also seamlessly convert the report to a PowerPoint Slide ... ... code, just clarity. Start turning messy data into clear

... building an AI engine that auto-analyzes GitHub repos, separates backend/frontend changes, and turns each PR into a clear, actionable summary. Think Monday or Linear but focused on automating task creation and verification when PRs land. What problem does it solve? Saves non-technical leads from reading code diffs Helps senior devs quickly understand updates Reduces context-switching and manual task entry What sets it apart? Automated task assignment from PR content Smart verification prompts based on code type Integrates ... ... overhead Focus now: Fine-tuning the engine to correctly classify changes and generate useful prompts. It s the core intelligence layer accuracy here is make or break. Would love your input: As a non-tech lead, would this feature clear

... challenge. People spend too much time juggling reports, visualizations, and data cleaning instead of focusing on insights and informed decisions. That s why we built Powerdrill AI: to streamline data workflows and empower researchers, analysts, and professionals to get clearer answers faster. Here on Product Hunt, I m excited to connect with fellow creators and users passionate about boosting productivity, leveraging AI technologies, and exploring smarter ways to operate and grow. Looking forward to sharing ideas and learning together ...

... found ChatGPT super helpful for: Brainstorming product feature ideas Structuring information clearly for stakeholders and clients Meanwhile, I still use Google Search when I need quick facts or a sense check on what s out there. Curious how others split their use between the two. Comment from Cristian Stoian Urzica(@cristian_stoian_urzica): Well, I use Google only for going to YouTube . For the rest, I'm using chatgpt Comment from Ayush(@ideatbd): @cristian_stoian_urzica haha, glad chatGPT made ...

... Simple rules : Drop your pricing page link below and get real, no-BS (but helpful!) feedback from fellow makers What we're looking at: Is your value prop clear or confusing? Are your tiers actually making sense? Would I bounce or convert? Quick wins you can implement today The deal: Give feedback to someone else's pricing page, then drop yours! Let's help each other build better businesses At Atlas, we see pricing struggles daily - from "what tier ... ... looking at?" to "why is this so complicated?" Let's fix some pricing pages together! Who's brave enough to go first? Comment from Joe Darwen(@joe_circkit): @jimmymac14  super simple, and the monthly/annual toggle. Couldn t be clearer

... founder of ClaritySMB , an AI-powered business coach built specifically for small business owners with fewer than 10 employees. The problem we're solving: Most small business owners are drowning in daily operations, wearing every hat, and have no clear roadmap for growth. Traditional business coaching works but costs $200+ per hour. Generic advice from blogs and courses doesn't address their specific situation. What ClaritySMB does: Offers a free Business Health Assessment to surface blind spots Creates a clear

... share an update on a highly requested improvement we ve been working on: the new container configuration interface. What was the issue before? Settings were scattered across menus, pop-ups, and sometimes buried three clicks deep. It wasn t clear how to edit, add members, or view technical details. What s changing? (Work in progress) One centralized place for everything: Quick access, no more maze-like navigation. Clear