Development
How we made vulnerability fixes review-ready with Agentic Pipelines
Routine vulnerability fixes are rarely difficult in isolation. The interruption that they cause is the problem: pick up the ticket, trace the dependency, update the package or image, regenerate files, run the checks, open the pull request, then return after deployment to close the loop. That repeated handoff was a good candidate for automation with […]
Agentic automation in practice: putting standard engineering work on autopilot
Standard engineering work is predictable enough to automate. Here’s how we put security vulnerability remediation on autopilot, and what it means for everything else.
Lessons learned taking AI-built software to enterprise scale
A weekend prototype to a production system in 5 months, at 5x the output.
Atlassian Rovo + Microsoft 365: Turn conversations into completed work, tracked in Jira
Search your full context, trigger @Jira actions, and delegate work to AI agents in Copilot and Teams. Decisions get debated in Teams, documented in Confluence, and tracked in Jira. When these tools operate in silos, context gets lost in chat threads and AI agents lack critical context including existing backlogs, dependencies, and project history. Atlassian […]
Jira goes where spreadsheets can’t
New features – capacity planning, project budgeting, custom reporting, and more – all in one place, connected to the work and ready for AI to act on. Every team plans – who has capacity, what things cost, whether the work is on track. But your capacity plan, budget, status updates, and tasks all live in […]
From internal tool to Marketplace: How ScriptFabric built on Forge
TL;DR ScriptFabric started with a problem its own team needed to solve: making Jira scripting more accessible with Javascript instead of relying on specialized Groovy expertise. The team chose Forge for its managed platform and modern development model, learned the platform by building and shipping, and eventually turned an internal solution into a Marketplace app. […]
Introducing the AI context engine for your entire codebase
Atlassian Code Context brings large-scale, multi-repo codebase understanding into the Teamwork Graph so Rovo and coding agents produce better output with fewer tokens Without the right context, every day is day one for a coding agent. Agents may have the intelligence needed to write, refactor, and review code, but they still face the same challenge […]
What high-throughput engineers do differently and why AI widens the gap
We interviewed 15 high-throughput Atlassian engineers. The most interesting finding: AI didn’t make their fundamentals obsolete – it accelerated them significantly.
Why better tickets help agents write better code
A small team built a production-grade compensation app with AI agents. Per engineer, we shipped 5x more code and wrote 5x more Jira tickets, and the tickets scored far higher on quality.
How to Speed Up Connect to Forge Migration With AI
This is a guest post by Move Work Forward, an Atlassian Marketplace Partner. We recently moved five of our Atlassian Marketplace apps from Connect to Forge in two months. If you want the full migration story, you can read it in our other blog post here. This post is about one piece of it: how […]
Jira’s Summer 2026 Release: Smarter Agents, Rebuilt Views, and a Faster Foundation
Over the last six months, we’ve been evolving Jira for AI-native work – building the infrastructure for agents to act on work, shipping new MCP capabilities so coding agents can take more actions in Jira, and making Teamwork Graph CLI generally available to ensure agents have the enterprise-scale context they need to work effectively. Today, […]
Coding at the speed of thought: how I talk to Rovo Dev from Slack
I built a ~300-line Python bridge so I can chat with Rovo Dev directly from Slack – no terminal, no context switching, just AI-assisted coding wherever I already am. The Setup: From Terminal to Slack I spend a lot of time in Slack. My terminal? Less so. So I asked myself – what if I […]
More ways to Build on Forge: Container Services is Now in Preview
Today, we’re excited to announce a big milestone for Forge container services: the official Preview release. Apps using containerised services can now be deployed to production environments, published on the Atlassian marketplace, and distributed to customers. Forge container services does what it says on the tin—you can run container images directly on Forge infrastructure as […]
How We Used Agentic Pipelines to Swarm Documentation
A feature is not really shipped when just the code lands in production. It is shipped only when the documentation tells the same story. For our DevAI team, every Rovo Dev CLI change kicked off a familiar chain reaction. Find the affected documentation, update the Markdown and configuration, deploy the docs, check the generated pages […]
Getting Ready for Connect End of Support
Note: This post applies to Connect apps for Jira and Confluence. Bitbucket Connect end of support information can be found here. Since we announced Connect end of support a year and a half ago, the app ecosystem has undergone a remarkable transition. Over 95% of paid app seats have been migrated to Forge, moving the […]