Teams | Collaboration | Customer Service | Project Management

Inside One Founder's AI Product Copilot, Built on Miro MCP

Leandro Barreto didn't set out to build a company. He set out to help his son. As a solo founder, Leandro built Epilog, an epilepsy tracking app, almost entirely with Miro as his AI product copilot. He started with sticky notes and a rough idea on a Miro board, then connected Miro MCP directly to his IDE so his AI coding assistant could pull the data model straight off the board. From there, the same AI reviewed the architecture like a solution architect, caught duplicated data and missing entities, and turned the fixes into a 22-item project roadmap.

Atlassian MCP brings more of your work within reach of any AI agent

When we delivered Atlassian MCP a little under a year ago, the idea was simple: let the AI tools your teams already use – Claude, ChatGPT, Cursor – reach the work that lives in Atlassian. The response was immediate. Now, we’re seeing more than 15M calls a day as it’s become the first thing teams reach for when they want to connect AI to their work. But teams have made it clear they want more. More products, more context, and more of the whole job done.

The Atlassian platform is for multiplayer human-agent work

Over the last two decades, millions of teams have run their work on Atlassian, writing code, shipping products, and supporting customers across billions of workflows. Our platform is also where they make the hard calls, prioritizing which features to build, deciding which customer problems to chase, and choosing where to invest their resources.

How to Audit Your Tech Stack: A 5-Step Guide

Most firms know they’re paying for tools they don’t fully use. What they don’t know is how to fix it. That’s why we created the Tech Stack Audit Workbook. It includes: It also generates a leadership summary that suggests next steps based on the info you enter. Best of all, the audit only takes about 90 minutes to finish. Let’s walk through it.

Easy Employee Monitoring for Growing Businesses: Fast Setup & Low-Overhead Analytics

The fast-growing company does not have a large IT team, resources dedicated to security, or weeks to deploy an enterprise workforce analytics solution. Despite all this, organizations demand intelligence on how their workforce leverages the tools that they employ, where the bottlenecks lie, and how effective they are at safeguarding the organization’s data. That creates a difficult balancing act.

Is SaaS dead? Zendesk CEO Tom Eggemeier on AI Agents, Outcome-Based Pricing, and more | Human[X]

Is the SaaS apocalypse real, or is software just evolving? In this Human interview, Zendesk CEO Tom Eggemeier discusses how artificial intelligence is transforming customer service, software pricing, and the tech landscape. Tom shares why he believes traditional seat-based pricing is officially dead, how Zendesk is shifting toward outcome-based models and automated resolutions, and what it takes for software companies to survive the AI transition over the next few years.

Guardrails Are Not Governance: Online Cyber Security Lessons For AI

Artificial intelligence has quickly gone from being a business experiment to a core part of many enterprise workflows. Analyzing key future AI predictions shows why technical leaders must move past simple content filters to handle increasingly autonomous systems. But as businesses use autonomous models in important parts of the business, technical leaders should not mistake basic safeguards like prompt blocklists and output filters for full enterprise governance.

AI Agent for HR in Microsoft Teams: Setup, Use Cases, and What Employees Experience

Microsoft Teams is already where many employees communicate, meet, share information, and get work done. But HR support often sits somewhere else. An employee may need to search SharePoint for a policy, open the HR portal to check leave, log into another application to submit a request, or message HR because they cannot find the right answer. An HR AI agent in Microsoft Teams can make that experience much simpler.