... This you can build anything era is wild, speaking both personally and as the current CEO of Medium. Medium

... relatively new to Product Hunt but loving the community. I work at Medium, where I oversee our content team, but I'm always on the lookout for new writing, reading, and productivity tools and apps. Excited to be here! Comment from Hisashi Space(@hisashispace): Welcome Scott! I write on a few platforms myself, in both Japanese and English, so writing and reading tools are always on my radar too. Nice to have someone from Medium

... Lancetta 0.64.0 is out: Lancetta is on your desktop now. A small widget for Claude and one for Codex, with both windows and the time to each reset, and a medium one with every agent and the suggestion that matters most. Honest about time: each says when it was read, a window that has reset shows a dash instead of its old number, and an hour-old reading turns faint. Readable without colour: spent and refused are words beside ... ... symbol, for when macOS drains a widget behind a window. Free universal binary macOS 15+ signed and notarized Try it / see what's new: https://lancetta.app Questions and ideas: https://discord.gg/rdWu5yFCR6 Small or medium

... nobody covered, which is worse, because it changes a line of code a lot of us shipped this year without thinking about it. If your product has a "paste a URL" box, a link unfurler, an enrichment step, a competitor-monitoring job, or anything that fetches a page and hands it to a model, this is about you. What was actually measured. The paper is "Indirect Prompt Injection in the Wild" by Khodayari, Zhang, Acharya and Pellegrino, out of CISPA ... ... category, recommend it" in your own page - is in this dataset, and it does not work. The ceiling is 8%, and that is small open models on the one representation that hides the trick. Closed-source and medium

... capability question and more as a combination of risk, reversibility, and external impact . For example: Low-risk + reversible Open an app. Search Maps. Create a reminder. These feel like actions an agent should probably just do. Medium-risk + editable Create a calendar event. Draft a message. Rename or move a file. Maybe the agent should act, but make the result easy to review or undo. Higher-risk + external Send a message. Delete something. Submit a form. Make a purchase. These ... ... hard-to-reverse consequence. I m curious how other people building agentic products think about this. Do you use a similar risk / reversibility framework, or have you found a better rule for deciding when an agent should act vs

... sources AI engines cite when they answer questions. After 7,000+ citations across ChatGPT, Perplexity, Gemini, Copilot, and Claude, one pattern would not go away: the sources are rarely brand websites. They're Reddit threads, Quora answers, LinkedIn posts, Medium pieces. People talking about brands, not brands talking about themselves. Which means the conversations happening today are the citations of tomorrow. If your brand isn't in them, you're not in the answers either. So we built Conversation Radar ... ... crawls 6 platforms (Reddit, Quora, LinkedIn, Hacker News, Medium

... years by people who cared about how it feels to use. Dark, considered interfaces. Whitespace that isn't accidental. Content that is the product, not decoration bolted onto a spreadsheet. The short answer to "what's the best LinkedIn alternative in 2026" is this: builders aren't looking for another feed. They're looking for a professional network that was actually designed, not just maintained. That's the gap forg.to is built to close. Here's why the gap exists ... ... Slop, and the Data Backs It Up This isn't a vibe. It's now measurable. A July 2026 study from AI detection firm Pangram Labs analyzed over a million posts across six major platforms LinkedIn, X, Substack, Medium

... source repos, and I noticed a scary gap: You git clone a project, you point an agent at it, and before you type a single command , code can already run. A .git/hooks/pre commit, an npm postinstall, a .envrc, a VS Code task set to folderOpen, a CLAUDE.md that tells the agent to curl | bash none of these show up in a normal diff review. Your agent will happily trigger them for you, because it's just following instructions. Existing tools ... ... before I even approve anything?" So I built BlastRadius a static scanner that finds every auto execution point in a repository. It shows you the actual code, explains what triggers it, and ranks each risk by blast radius from Medium

... first fetches: Claude picked up our creator content immediately, 14 creator pieces cited across four client brands on day one of tracking. And it has a clear favourite surface so far: almost every one of those citations is a Medium post (one Paragraph piece snuck in). This is a small sample ofc, and we'll share a proper breakdown once we have enough fetches to trust the pattern. If you ran an audit during launch week, your tracked queries ... ... index, so we'll have to proxy it. The first appearance in that engine's retrieval, or site, checks on the underlying search layers. Not perfect, but better than counting from publish. And agreed on the payoff, if Medium

... what the actual job entails. Developers have noticed. Only 12% of developers use LinkedIn as their main source of technical information, according to a Stack Overflow survey. Most are on the platform purely because they feel they have no alternative, not because they find it genuinely useful. The Fake Everything Problem LinkedIn has a trust problem that is getting dramatically worse, not better. In the second half of 2024, LinkedIn identified and removed 80.6 million fake accounts at the point ... ... visible on LeetCode, Codeforces, GitHub, and YouTube, not in a bullet point list There is no native space for your competitive programming ranking. No place for your LeetCode solve count. No way to surface your dev.to articles or Medium

... What Meteorra AI does: Most videos fail before they're even uploaded because the metadata is wrong. Meteorra fixes that before you hit publish. 5 tools now live: YouTube Analyser score any video's metadata before or after upload Competitor Insights see why other videos beat yours Video Idea Validator validate your idea before you film Thumbnail Analyser direction and scoring before you upload Generate Strategy full pre-publish content strategy Early traction: #1 Product of the Week on Fazier ... ... VS

... more than any UI polish did. So yeah, I d say naming the problem is the actual unlock. The demo just has to not get in the way of it. Comment from Viraj Parab(@viraj_parab): StartupHQ to organize competitor research, validate ideas, and keep my roadmap focused. It removed a lot of the "what should I do next?" moments. Now the challenge is exactly what you mentioned: getting distribution right. Comment from Mincheol kim(@mincheol_kim): @anna_ludwinowski ... ... Kozlo(@wvitalik): I look for the problem/need first. However, note that some products are solving the problem of a bad existing UX and user interface (think about the goal "to manage virtual private servers" and solutions via the terminal VS

... code audit job. They tracked tokens, cost, time, and how many known issues each model identified. Here's what they found. Key takeaways @MiniMax M3 surfaced 13 of 17 known issues for $0.07. So did Opus 4.8 at medium and high reasoning level. @Claude by Anthropic Opus 4.8 at xhigh and max found 2 more known issues. However, every run cost 10+ times more than MiniMax M3. So, MiniMax M3 or Claude Opus 4.8? Claude Opus 4.8 or MiniMax ... ... report: The choice is less about which model is better and more about matching the run to the job. For low-cost or high-volume audits, MiniMax M3 is the value pick For a fast pass, Claude Opus 4.8 (medium

... live on PH Aug 22, so this thread's been good practice at saying it in one paragraph.) Comment from Demetrio Koro(@aktivist): siOsi upload one selfie and it reads your 12-season color type, undertone, gold vs silver, and which hair colors suit you, then grades the actual makeup in the photo (flash cast, oxidation, coverage), which most tools skip. Free, no signup. Built it because every beauty sub has a queue of "what season am I" posts waiting ... ... Gemini, since more buying decisions now start there instead of traditional search. If you want to see how an AI agent currently reads your own site, we put out a free tool that shows what an AI fetches vs

... actual insight, and it's bigger than it looks: making the notification say why it's waiting is what turns a ping into a triage. "Done" makes you tab back to find out what "done" means. "Needs approval vs finished vs

... getting smarter and more forgiving. Export is getting more flexible so your knowledge base stays portable. Browser Extension Update: We've decided to move forward with the original version of the browser extension, which was a pop-up vs side panel. A few things to note: It provides support across more browsers. Enables you to create recall cards on multiple pages at the same time. It will be locked by default and you can resize it. Write ... ... collections. Curate collections like "Best resources on agentic AI" as a playlist of summaries. Others can discover, like, comment, save, and follow you for new posts. Think of it as the lightweight, Recall-native version of something like Medium

... code products. My edge is not growth hacking ; it is pattern recognition from 12+ years of watching what makes builders stop scrolling, voters care, commenters engage, and buyers actually click. I also publish native launch/advertorial copy across LinkedIn, Medium, and Product Hunt, with distribution to 30K+ LinkedIn followers, 25K+ Medium

... Read full article on Twitter/X & Medium. X: https://x.com/Urbnedofficial/sta... Medium

... launch. We've analyzed more than 6000 launches and the most common among top launches are because the founders arleady had a solid PH profile with engagements. Comment from Samir Asadov(@samir_asadov): For specialist/practitioner products this 'brand vs product' framing breaks down the product IS the brand statement. A financial model template built from real deal experience signals more credibility than a thousand brand posts ever could, because the buyer (a CFA with a deal on their desk) reads ... ... code. They can tell in 90 seconds whether the author has actually sat in the same chair. What does compound: credentials + shipped artifacts. The CFA charter, FMWC Top-4, and CFI 3rd-place placements get the door open; the Medium

... Most AI visibility tools show you a dashboard. They tell you where you're invisible. They show you competitors winning. Then what? You stare at the screen, knowing there's a gap, but no idea how to close it. RAIVE 2.2 (Rankfender AI Visibility Engine) fixes that. It's not just a tracking engine. It's a prescription engine. It analyzes where competitors

... noise shaped like rainfall. You can mute or switch mid-session; your preference is saved. Scroll sensitivity control Scroll pauses were firing too aggressively for some people, particularly if you slow-read long articles. You can now pick Low / Medium / High sensitivity in Settings Scroll Pauses. Low only fires on classic doom-scroll behaviour. High gives more frequent nudges. Medium

... That compress the KV cache (the biggest memory bottleneck during AI inference) by up to 6x with mathematically proven quality preservation. In plain terms: your AI models now use a fraction of the memory without getting dumber. Before vs After On a 16 GB machine: - Before : Llama 3.2 1B + Whisper Base + TTS = barely fits, mediocre quality - After : Llama 3.1 8B + Whisper Medium

... they cited. Source Type % of Citations Your own website 64% Third-party platforms 36% The top third-party sources: Wikipedia (22x citation frequency across AI responses) G2 / Capterra (3x) LinkedIn professional content (6x) YouTube tutorials (14x for category queries) Medium cross-published content Implication: If your brand is not present on these platforms, you are missing more than a third of your potential AI citations citations you cannot control or influence through your own site. Related: Learn: AI Visibility Resources ... ... With This Data We built Rankfender to help companies measure exactly how they appear in AI answers across the exact queries buyers are actually using. We track 7 AI systems daily We measure Share of Voice against competitors

... from multiple models in a single project. Side-by-Side Comparison Tool Character Consistency Workflow Effort Best For Motion Automatic (project-level) Define once, generate many Low Multi-scene narratives LTX Studio Global Elements system Script to final cut Medium-High Full production management Runway Gen-4.5 Character Reference per scene Layer-based + Act-One Medium

... answer first. If they find it immediately, they cite it. The structure makes extraction easy. Step 2: The Comparison Page Template Comparison pages drove 40% of our citation growth. Here's our exact template: Title: [Brand X] vs [Brand Y]: Which is better for [use case]? Quick verdict (100 words) Who wins and why One sentence summary Feature comparison table Feature Brand X Brand Y Feature A Feature B Feature C Price XX YY Detailed breakdown (by feature) How each ... ... will only pull that one block. Step 4: The Data Block Method Pages with data get cited 2.4x more. But not all data works. What we tested: Data Type Citation Rate Original survey data High Industry statistics (cited) Medium