... triage workflow  reads any Jira ticket about a bad translation, looks at the offending output, and proposes the actual fix in the  engine config : a  glossary item  to add, an  instruction  to tighten, a  model config  to adjust. Review the suggestion, accept or edit it, and the engine is fixed for every future translation not just the one that was reported. Also shipped AI Reviewers   now receive the same context ...

... that operational gap for small AI-native B2B teams. Cleo acts as a Product Ops agent that connects customer signals, product usage, support conversations, and team workflows into a single execution layer. Instead of manually triaging feedback across Slack, Jira, GitHub, analytics tools, and support tickets, the system continuously organizes and converts them into structured product actions. A few things we focused on while building it: * Converting support tickets + usage patterns into structured specs * Automatically generating actionable Jira/GitHub

... ever tried to manage a growing team inside Jira, you know the pain: Tasks scattered across boards No real visibility into workload Roadmaps disconnected from reality Burnout you see too late ActivityTimeline turns Jira

... Most "unified" tools give you a better inbox. Jira tickets, Slack threads, and calendar events in one tab instead of five. That is not the problem we were solving. The real problem: no tool understands what is actually happening in your company. When someone says "I'll send that over by EOD" in Slack, that is just text. A Jira

... Product Hunt I d love to share a product I m working on. It s called AI Apps Builder for Jira . The product is new and free , and we re building it at startup speed, so any feedback really means a lot to us The Jira

... ever struggled with unreliable epic dates, clunky roadmaps, or doing what-if planning in spreadsheets, this might help. It s called TrackLens a faster, safer way to see and reason about Jira epics without breaking Jira

... TrackLens - Lets you manage JIRA Epics locally with a real-time Gantt view I kept running into this problem where epics had missing or unreliable dates in Jira

... everyone! I ve been working on a small developer tool aimed at Jira admins, teams, and solo builders who need a quick way to spin up a clean Jira

... folks! I m Tenille from Easy Agile; a bunch of very nice people from Australia who make apps that help teams work better inside Jira. We re launching Review by Easy Agile on Product Hunt in just a few weeks. Review is a free app for Jira

... juggling a growing team, I tried traditional tools like Jira to keep things organized. But honestly? No one liked them the clunky UI changes made everything feel messy, and my devs hated the overhead. We ditched it for "going with the flow," but that backfired hard: missed timelines, ducked mundane tasks, and way too much of my time sunk into manual task creation. That's when I decided to build Realfy: an agentic AI tool that understands your code context ...

... 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 ...

... launched @Atono a while back and we're now building out a series of features to enable Jira users to bring their old data with them. Our Linear import was pretty simple but Jira

... Pragmatic Engineer 2025 Survey of 3,000+ responses (July 15) finds the most dis-liked tool is...Jira. My question is do you agree with the author's opinion or do you have other thoughts? Author's opinion: For as long as I ve been a dev, I ve seen fellow developers getting mad at JIRA

... just launched an open-source tool that uses machine learning to predict SLA breaches and intelligently auto-route tickets inside JIRA. Built with Python + JIRA

... Product Hunt folks! Just dropped another open-source utility: https://github.com/aroojjaved93/... This lightweight Python-based dashboard is designed for support teams using JIRA who want clear, actionable visuals on SLA breaches, trends, and response behavior. Features Include: Visual breakdown of SLA trends over time Insight into ticket urgency, resolution speed, and escalation rate Built using Pandas, Matplotlib, Flask quick setup, no bloat Perfect for managers and analysts who want clarity without complexity. Live dashboards = better decisions and fewer surprises ...

... launched baloon.dev - an AI tool that could make real UI changes to your GitHub repo using prompts. Since then, we ve completely evolved the core experience and gone level next! Now, Baloon works as an AI agent inside your Jira board and actually ships real code. Here s what s new in this version: Assign a Jira

... rexently found both codex and baloon.dev . One thing i like about baloon is you dont have to worry about setting up previews and the JIRA pipeline as I can assign a task directly from my Jira

... happens. Most cost analysis tools come into play after the product is built. By then, it s hard to course correct. So I built something to fix that right where product and engineering teams spend most of their time: Jira. This Jira

... Hello everyone! Six days ago, I shared MCP Atlassian Server v1.0.0 - a solution connecting AI with Jira & Confluence. Today, I'm excited to announce that version 2.0.0 is now ready with amazing improvements! Why v2.0.0 is a major leap forward From 21 basic features, we've expanded to 48 comprehensive features - adding 27 new tools to enhance your workflow: Comprehensive Agile/Scrum Management Sprint Management: Create, start and close sprints following the Scrum methodology Kanban & Scrum Boards: Manage boards ... ... monitor sprint progress Advanced Confluence Features Page Lifecycle: Create, update, rename and delete pages with flexibility Comment Control: Add, edit, delete comments on any page Version & Attachment: Access version history and manage attachments Now you can: Query Jira

... Hello everyone!   I m a software engineer who uses Jira and Confluence every day, and I found myself wasting too much time context-switching-opening tabs, hunting for info, filling forms it really broke my flow. To fix this, I built  MCP Atlassian Server (by phuc-nt) . It s an open-source Model Context Protocol server that lets AI assistants (like Cline) talk directly to Jira

... Over the years working for agencies I've become quite familiar with tools like @asana and @Jira , also with @Trello for personal projects. But I was wondering, are these the most used or are these just the ones I've been exposed to? Are there better options? Would love to hear your thoughts down below! Comment from Alan Rivera(@alan_rivera): @isibol01  Awesome! Ping me when you have a pre-launch page would love to support! Comment from Tania ... ... Just gets all the tasks done. Comment from Dmitry Mishunin(@mewdoro): @mia_k1   @alan_rivera   meow :) maybe you have some suggestions? Comment from Brad Bertsche(@rageix): In my experience you just really need something basic. Trello, Asana, JIRA

... folks, Big news today we re launching Planyway for Jira 2.0 on Product Hunt! We ve packed this version with some amazing features to make project management in Jira

... That was an unforgettable milestone for us, and it's all because of this amazing community. Since then, we've been hard at work on something new. In addition to our plugin for Trello, we've developed Planyway for Jira, and now we're excited to introduce Planyway for Jira

... would leave my role if my company decided to switch from Linear." Question for those who have extensive experience with Linear: what makes Linear such a great product? Should I seriously consider migrating to Linear? I have used Jira and Asana a bunch. And, honestly, Jira