... connect with them! improved the UI of the main page as well a bit, putting the #1 @Product Hunt cause we are prod AFFF! Comment from Raj Nagulapalle(@rnagulapalle): this is a cool use case honestly. running agents to populate the db instead of doing it manually is the right call at this scale. curious how you're handling the data quality side when agents pull from different sources, that's usually where things get messy fast ...

... More potential failure paths = weaker trust? Speedwise for verifying info - a deep reasoning search for companies can take a couple of minutes. We built a minigame you can play inside the product while you wait for results to populate so users aren't bored lol Comment from Ali Rehan(@ali_rehan1): @dawid_baranowski When does automation start hurting your personal touch? Comment from Ali Rehan(@ali_rehan1): @dawid_baranowski  Great thoughts! Comment from Ali Rehan(@ali_rehan1): @dawid_baranowski ...

... choices carry through as users navigate inside the embed so there are no dead ends or empty sidebar sections. It s a simple way to ship a more focused, on-brand embedded experience without custom work. Filter dropdowns now populate on shared dashboards Filter dropdowns on publicly shared and embedded dashboards now load their options the way they do inside the app. Both SQL-backed and record-backed filter dropdowns return their choices, so viewers of a shared dashboard ...

... doorbell. It rings the same whether it's a package or a fire. That's basically the gap Pushary fills, same hook idea you've already wired, but the event carries a real handoff (done vs blocked vs

... your config: watch_repos = [ "charmbracelet/bubbletea", "cli/cli", ] and octoscope renders a dedicated Watched section under the Repos tab, separated from your owned repos by a muted rule. Same row idiom CI dot, language, stars, latest release column but populated from the GraphQL API in parallel with the dashboard refresh. Bounded fan-out (cap 10) so a long config doesn't burst-flood GitHub. Theme fidelity monochrome means monochrome The monochrome, phosphor and amber themes used to leak external semantic colour (GitHub ... ... from the release page: https://github.com/gfazioli/octo... As always: read-only, free, MIT, on Linux / macOS / Windows. Source: https://github.com/gfazioli/octo... What would you put in your watch_repos? Curious if anyone uses it for "my team's repos" vs

... should you need a separate app just to test your APIs? We built a full API client right into Invoke. Add endpoints manually, or just type /api in the chat and let the AI scan your project and populate them for you. Pre-request chains, .env variable support, auth flows, Run All with a pass/fail report all without leaving your editor. Docs invoke.yugin.co/docs/api_client AI Terminal Commands & Commit Message Generation How many times have you googled a terminal command ... ... added a set of slash commands so you can create and trigger things right from the chat input: /agent create a custom agent /subagent create a subagent /skill create a skill workflow /api let AI scan your project and populate

... different era of software distribution. The experience felt outdated, the discovery was limited, and the trust signals were unreliable. We also noticed something important. The few platforms that do exist for showcasing new software are almost entirely populated by other developers and founders. They are valuable communities for getting technical feedback, but they are not where everyday users go to find their next favorite app. The audience that developers actually need to reach, regular people looking for tools to solve ... ... reason is simple. Reviews have become one of the least trustworthy signals in the app ecosystem. They can be purchased in bulk from services that sell hundreds of five-star ratings overnight. They can be faked with disposable accounts. Competitors

... When the Digg beta launched, we immediately noticed posts from SEO spammers noting that Digg still carried meaningful Google link authority. Within hours, we got a taste of what we'd only heard rumors about. The internet is now populated, in meaningful part, by sophisticated AI agents and automated accounts. We knew bots were part of the landscape, but we didn't appreciate the scale, sophistication, or speed at which they'd find us. We banned tens of thousands ...

... with PayPal because I already had the account laying around. Might add Stripe later. I just went with a pay as you go credit based system and I just track the credits in my own DB. Tools/Process: Fired up VS Code, installed Claude Code, used it to author everything for the front end and back end. Used Amazon Q to help me setup all the cloud infrastructure. Went with Elastic Beanstalk for the back end and just a S3 bucket ... ... developer. My "co-founder" is AI. It wrote 90% of the code. Although it was expensive, I used OpenClaw + Codex + Opus. The hardest part wasn't the tech it was staying focused on what actually matters to users vs

... useful. Comment from Navanita Devi(@navanita_devi): Dedy's point is interesting, the opacity problem is real. Most people conflate "AI having access" with "AI having unchecked control." They're very different things. Read-only access vs write access, logged actions vs

... Digg is back. The onetime news aggregator relaunched Wednesday as a Reddit competitor, with founder Kevin Rose and Reddit co-founder Alexis Ohanian at the helm. The company is planning some AI integrations to help ensure the communities are populated

... that updates in real-time as you chat. Mention your favorite color? It appears. Share your dietary preferences? Added. The AI extracts structured data from natural conversation automatically. See Memories Being Created Below the profile, watch the Memories panel populate with facts the AI has learned about you. Each memory is extracted, embedded, and stored all happening live as you type. Real-Time Updates Profile fields pulse when they update. New memories appear instantly. You're watching the memory layer ...

... Profiles that populate automatically Mnexium can build structured user profiles based on what users say in conversations without any separate onboarding forms. If a user says: I m Sarah from Acme Mnexium records: name = Sarah company = Acme You define the schema You choose what fields exist: company_name job_title subscription_tier preferred_pharmacy shipping_preference Anything that makes sense for your application Built-in consistency When profile values change, Mnexium supersedes the old value instead of duplicating records ...

... build an online bookmarking website that s better than the browser s built-in bookmarks not just a bookmark manager, but a personal knowledge base gateway. Users can save web pages with one click, and the system will automatically populate the title and URL. They can organize saved items into categories. Certain articles can be marked as Read Later to prevent hoarding without actually reading. Additionally, the platform would perform weekly link health checks and automatically remove broken or invalid ... ... links. Are there any existing competitors

... driven risk, requirement, and compliance checks to decide where to invest your time. Compliance & Conflict Detection: Catch contradictions, risks, and obligations early so nothing slips through. Document Automation: Generate draft responses, fill common RFP forms, and auto-populate compliance matrices. Collaboration Made Easy: Share annotated documents with your team, assign tasks, and keep all tender files in one workspace. Analytics & Insights: Track deadlines, monitor progress, and get visibility into which bids have the highest chance of success. Whether ...

... world don t solve the single biggest problem, the one that causes most knowledge bases to fail: the overwhelming, soul-crushing effort of content creation and maintenance. Imagine a knowledge base that, on day one, is already populated with hundreds of clear, professional guides on how to use Microsoft Teams, Outlook, Google Drive, and more. Imagine that when Microsoft updates its interface, all of those guides are updated for you, without your team lifting a finger. That is what Kandbe ...

... stops at add-to-cart; checkout is always human-approved but it can assist in filling the details if human approves it. Trust: instant mini-receipt in chat (item/price/size/returns) + undo window (e.g., 30 min) and an action log. Nudges vs. pushy: In our tests, the first nudge (on a clear intent signal) drives most of the gain; a second one spikes dismissals and bounce. It keeps the experience predictable: help once, then go quiet after a no. It s configurable ... ... talshyn): Add-to-cart feels fine, but checkout should stay human-approved. A quick "undo" or mini receipt in chat would build trust, as it keeps things helpful rather than pushy. Curious though, how are you thinking about nudges vs

... mostly a fresh wave of users? Comment from Andrei Tudor(@andreitudor14): @viktorgems  That s awesome! Sounds like you managed to turn early curiosity into real community contributions, which is no small feat Relying on travelers to populate the platform must add another layer of unpredictability. Curious, how do you balance between seeding content yourself vs

... works: A bot checks Product Hunt daily and grabs the top 3 winners. Bot scrapes each product s data and sends it to Plainly Videos. Plainly auto-generates a custom promo video from an After Effects template populated with that data. Once rendered, the video is added to Airtable and displayed on the landing page, ready to download and use. You can check it out here: https://www.plainlyvideos.com/pr... ...

... from Neal Rowland(@nevadasnowfall): Love it! Have been doing this flow manually. First in other products. Then in Tana - once I asked myself why I was using the other product. Having the AI agents and other items already pre-populated will streamline things even more. I just need to keep learning and setting things up. I know I am barely scrapping the possibilities of this tool. It is so powerful, such a learning curve. Also, not mentioning how existing users ...

... introduce Surf Starter Sets, a streamlined experience for creating and discovering custom feeds within our app. https://about.flipboard.com/fedi... Starter Sets offer hundreds of recommended sources to jumpstart your feed building. They re organized around popular categories and pre-populated with some of our favorite sources from across the social web and Surf itself. For example, the Tech Starter Set suggests top YouTube channels, podcasts, and custom feeds from people like #1 Hunter @chrismessina , @benwerd and dozens others ...

... search your favorite Reels more easily-whether for inspiration, learning, work, or just fun. You can check this out at : https://eclectic-mousse-ba311f.n... How it works? Copy & paste an Instagram Reel link. That's all. NoteMyReel AI will auto populate the note with reel summary & tags. Now you can go back anytime to search and filter your saved Reels by keywords or tags. Why am I sharing? This is an early prototype and I d love your honest feedback ...

... more productive are Hugo (static site generator), Bruno (local API client) and Marp (a local markdown-to-slides tool). And I use TextMate (a text editor for macOS) quite a lot. Of course, for coding it's VS Code, but TextMate is always running and I have typically lots of windows open to draft prompts for ChatGPT or to jot down some notes during a remote meeting. Also very helpful are GrandPerspective , a little macOS tool that shows you what ... ... because we're working on something similar and would love to connect to exchange some insights and ideas. Comment from steve beyatte(@steveb): @Text Blaze is pretty cool for snippets and it has a gmail integration to pre-populate

... Qwen2.5-Coder-32B-Instruct Comment from Andr J(@alchemist_studio): Not O1 mini. O1 Regular (~$100 a day). It's hellish expensive. But packs more punch for more complex higher level tasks. I wrote a bit about when I use deluxe models vs when I use cheaper models here: https://eoncodes.substack.com/p/... TL;DR: You get more on point, more well researched solutions for abstract problems with more than one answer by using the expensive and slower models like O1. Perfect for fast ... ... build becomes. I think the math here is in favour of spending here. Its like you dont use a macbook air from 2011 when there is mac studio with 32x cpus. that can build your proejcts in seconds vs

... have to go in and manually replace each instance. It'd be super helpful to be able to see each custom placeholder I've used in a draft and just drop that info in to be programmatically populated everywhere it's used in the email. Would love to know if I'm missing something here, but if not, I think adding this would really speed up sending out emails with lots of custom placeholders! Comment from Rajiv Ayyangar(@rajiv_ayyangar ...