... fragments of the same execution object. Zelyx links them together into one unified execution context, eliminating noise and duplication at the signal level. Execution Intervention Zelyx does not just alert. It lets you add comments in Jira or Linear and assign owners to stalled issues directly from the intelligence layer, without switching tools. Most monitoring tools stop at surfacing the problem. Zelyx helps you fix it. Three cognitive surfaces, not a dashboard Today answers "Do I need to care about ... ... stalled work, unclear ownership, and items needing intervention are tracked and acted on. Items flow between surfaces automatically based on urgency, ownership, and time. You never have to decide where to look. Zelyx connects to Slack, Microsoft Teams, Jira, Linear

... results Setup for free, update for free Everything you need to make training fun 1. CRM tool Create a registration-based training program with no tech experience 2. Multimedia content Self-service platform allows for anyone to curate a linear flow of training content -- video, images, text, quizzes, certificate 3. Points-based motivation Develop incentive-based rewards and see results on live leaderboard Use your existing materials from... Canva, YouTube, Vimeo, Powerpoint, Notion What would you like to explain? Inspire ... ... online platform to onboard newcomers, explain products, provide training, and gather feedback. For example, create a training program that motivates employees & customers with action-based rewards. How do Intros differ from websites? Unlike websites, Intros feature a curated, linear

... most important and challenging experiences you ll have as a founder is fundraising. I pitched VCs across London and San Francisco. Some spent 15 seconds on my deck. Some took the call just to diligence a competitor. One told me to ask for more money. Oh, and I found out your pitch is probably being recorded and run through AI. This is the high-impact version of all of those lessons to save you time, energy, and emotional damage. Please ... ... game you re playing VC is a game of big bets. They are looking for outliers. Companies that can return the fund. That means they care about very large markets, very large outcomes, and the potential for non-linear

... Every engineering team I've worked with had the same problem. Not bad engineers. Not bad tools. Too many of them. GitHub for PRs. CI for pipelines. Jira for tickets. Slack for alerts. Vercel for deployments. Linear for issues. Six dashboards, open in six tabs, checked manually, all day, every day. Nobody was connecting the dots. A CI failure on main would fire a Slack notification, someone would open GitHub to investigate, manually create a Jira ticket, then forget ... ... year spent just switching between tools to understand what was broken. So we built Deviera. One signal feed. All your repos, CI pipelines, deployments, and issue trackers connected. When something breaks, Deviera detects it, creates the ticket in Linear/Jira/ClickUp/GitLab

... Running a company means juggling Slack, Jira, Linear, HubSpot, Zendesk, Google Calendar and 10 other tools every single day. The problem is none of them talk to each other. Things get committed to in meetings and disappear. Replies go unanswered for days. Work stalls with no clear owner. And you only find out when it's already too late. Zelyx is the operational intelligence layer that sits above all your tools and surfaces what's actually happening across your entire ... ... surfaces what isn't moving forward and who owns it before it becomes a problem. AI Search lets you take actions across all your tools in one place just by typing in natural language. 18 integrations including: Slack, Jira, Linear

... working for a 20-person startup. @Linear is our product development system, which we really enjoy. Currently, our operations team receives support requests via their personal email and then publishes requests in the Slack channel, where developers are picking up issues, but we would like to upgrade to a more comprehensive system with a shared inbox. I would like it to have an integration with Linear

... Linear just launched a new linear.app

... Product Hunters! When my wife Noa and I heard that MTV was officially shutting down, it felt like the end of an era. As 90s kids, we missed that specific "linear" experience the joy of just turning on the TV and being surprised by a music video without an algorithm getting in the way. She joked that "someone needs to bring it back," and with her birthday coming up, I decided that someone would be me. The "Vibe Coding" Journey ... ... brainstorming features and broadcast logic with ChatGPT . For the initial POC, I used Base44 and Lovable to get a feel for the product. However, I wanted to be more "hands-on" with the code, so I moved to VS

... been building products for a while, but over the last months I found myself increasingly frustrated with how we interact with AI. The models are insanely powerful yet the way we use them still feels oddly limiting. Linear chats, lost context, messy outputs, and very little room for real thinking or collaboration. That frustration is what led me to start building Genstellar a visual, spatial AI workspace designed to match how humans actually think, explore ideas, and work together. Still ... ... just what looks impressive in demos. While building Genstellar, I realized the real problem with AI isn t intelligence it s how fragmented our thinking becomes when context, memory, and collaboration break down. Some days it s linear

... visual editor for its browser @Buildstash is a new home for your software binaries @Mistral AI launched Devstral, their latest OSS coding model - pro tip: you can experiment with it using @Kilo Code @Updated.dev turns your Git commits into Linear-style release notes @Flowglad is an open-source, webhook-free payment provider Best AI automation tools in 2025? ICYMI @aaronoleary and the Product Hunt team are currently looking for this year's best AI automation tools. I'd nominate ... ... hiring a DevEx Engineer, in San Francisco, CA @Mistral AI is hiring a DevOps Engineer, in Paris, FR @Mintlify is hiring a Design Engineer, in San Francisco, CA @Kilo Code is hiring a Forward Deployed Engineer, Remote EU @Linear

... Eureka: Transform PDFs, or topics into interactive knowledge maps. Explore, learn, and create content from your knowledge graph. I'm excited to share Eureka with you today. This project started from a simple frustration: why is knowledge always presented linearly? When I read a book or article, I want to see how concepts connect, explore related ideas, and understand the bigger picture not just scroll through pages. Eureka solves this by turning any knowledge source into a visual, explorable ... ... most proud of is the "knowledge graph as script" feature. After exploring a topic, you can instantly generate a structured article, video script, or podcast outline turning understanding into creation. 1/ Why did I build Eureka? Traditional knowledge is linear

... launching Eureka on Product Hunt today and wanted to share it with this community first. What it does: Eureka transforms PDFs, web pages, or topics into interactive knowledge maps. Instead of linear reading, you explore knowledge as connected nodes, timelines, and concept trees. Key features: - Upload PDFs Get visual knowledge graphs - AI-guided exploration (no need to know what to ask) - Interactive tools on canvas (calculators, animations) - Generate articles/video scripts from knowledge graphs Why I built it: I was frustrated ... ... with how knowledge is always presented linearly

... recent issue of The Breakpoint , we talked quality software. Does design matter to developers? In my opinion, yes . Take Stripe, Linear, and Resend for example. Both dev-first products made craftsmanship a first principle. There's definitely more examples: @Dimension @Linear

... everyone Excited to announce 3 new integrations today! You can now: Turn Tally form submissions into Linear issues Automate workflows with Tally and N8N Send Tally form submissions automatically to Discord As always, looking forward to your feedback and to seeing what you will build! Comment from Marie Martens(@marie_martens): @antonio_giordano  glad you like it! Comment from Antonio Giordano(@antonio_giordano): N8N int gration very cool. Thanks for this update Marie. GG to the team ...

... noticed two main narratives in how companies view their competitors. Either it s a fight to the death approach exactly like what we see between Replit and Lovable (though it seems Replit does more of the provoking ) basically: We speak badly about our competition. Or it s more motivational: We speak positively about our competition. Tho I do not know whether I have seen some example of this competition, I can see it only in terms of personal branding when ... ... people do not want to say bad things about someone, even when they are competitors

... thing yet to a digital automated assistant that feels genuinely proactive, customizable, and lowkey fun. Pros & Cons Pros Proactive automations for daily schedules, email filtering, meal planning, news digests, and more. Deep integrations with tools like Gmail, Notion, Linear, GitHub, Vercel, Custom MCPs, and more. Long-term memory for context-rich, ongoing conversations. Customizable automations via instructions, Webhooks, API, or MCP. Surprisingly human-like (at times): Sometimes it feels like an actual assistant, other times you can definitely tell ... ... proactive messaging, ability to adapt to your needs, and long-term context make it feel a bit more than another GPT. Just like a human would, it even suggests relevant actions and adapts as your needs evolve. Comparisons & Alternatives

... unexpected turns and overcome any obstacle. It lets you test a ton of possible futures before they even happen! What you can do: Seriously stress-test your business! Automatically train a powerful LSTM model with your data. Unlike linear models, our LSTM understands the complex, non-linear

... time override or customize settings; but you don t need to. It just works. A Real-World Example Imagine you want to build a virtual engineering manager that reads Notion docs and creates Linear tickets for your team. In the past, you d have to: Find and configure both Notion and Linear

... realized I don't like reading text linearly. Someone writes a text, and it's encoded by their writing style, knowledge, thinking patterns, and so on. Then I need to read it through, decode it, and understand if it was worth the effort. AI slop summaries don't work for me either. But I'd like a tool that lets me "read on my terms" - explore text in stages that I prefer, as shallow (topic/description/keywords) or as deep ... ... than simply bookmark my text and never read it. Do you have a workflow for reading/working with text? Do AI summaries work for you? It seems like AI could make the reading process more interactive instead of purely linear

... Linear recently launched Dashboards , a combination of different insights into a single page view. "Use them to monitor operational health across teams and workflows or build reporting dashboards to show how resources are spent across initiatives and projects." Dashboards are only available on the Enterprise plan yet? Anyone else here would like to access it in the other plans? In the meantime, I'm just looping this stunning intro video. Comment from Ricky Guo(@rickyguo): This seems ...

... more predictable, 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 ... ... feel like you re making solid progress, until you realize you ve hit the classic trap: I m 80% done but the last 20% is where 80% of the work lives. That s why we rely heavily on Linear

... mention using. In general, I hear a lot more people talk about using Wispr Flow. I've personally found it super helpful using a dictation app for stuff like writing posts like this, quickly messaging in @Slack , writing up @Linear tasks, talking to @Claude by Anthropic , and even using it in my terminal with @Claude Code . I'm curious to know, which of these two are you using and why? Or are you using a totally different dictation ... ... Comment from Daniel Cahn(@daniel_cahn): @jakecrump  Really good UX, really fast, and just does the best job by far at transcribing what I say correctly! Love that it's app-aware so it formats differently for email vs

... landing page - it worked! But when I tried building the actual app, I hit walls constantly. Complex bugs, insufficient insights, running out of credits without real progress. The breakthrough: Ditched the fancy Vibe-Coding platform, went first to Claude + VS Code + GitHub, then Claude Code + VS

... Linear for Agents is now GA. Who is building or using an agent for Linear

... Shape the technical specs Co-create the pre-qual for the RFP And spent months deeply involved in the RFP process By all traditional markers, we were in a strong position. Then we lost the deal. Not because the competitor had a better solution. We were told the deciding factor was price. But over time, we learned it wasn t that simple. We had been single-threading our engagement relying on one champion to carry us through. We never mapped ... ... stakeholder ecosystem. No line into procurement No dialogue with the business transformation team No understanding of who the executive sponsor was someone who wasn t even based in the regional HQ where we had embedded ourselves No visibility into competitor