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Architecting a Rovo AI Teammate: From AI ‘Magic’ to Production-Ready Forge Code
I recently set out to build my first production-ready Rovo app, and the journey from ‘hello world’ to a functional product was a deep dive into the reality of AI-assisted development. I was essentially pair programming with the platform itself, constantly negotiating between my architectural vision and the AI’s rapid-fire suggestions. Rather than a step-by-step […]
Behind the Demo: How cross‑functional partnerships turned AI “Golden Prompts” into real customer value
How cross‑functional teams used golden prompts to turn AI hype into reliable, accountable outcomes — on stage and in everyday work.
Supercharge your Security Testing with Rovo Dev Skills
Hi! Giuliana and Sam from Atlassian’s Security Testing team here. The Security Testing team oversees all penetration testing at Atlassian and, as an internal team, we almost exclusively perform white-box/code-assisted security engagements. This enables us to maximize our ability to find high-quality bugs and provide strong context-driven recommendations. We’ve been exploring the capabilities of Rovo […]
Building a more resilient, multi-region Bitbucket Cloud
2025 was an impactful year for Bitbucket Cloud. As we enter 2026, Bitbucket will be continuing this momentum by making architectural improvements aimed at two goals: improving scalability and resiliency, and laying the foundation for Bitbucket Cloud data residency, starting with the European Union in December 2026 and India in June 2027. What does this […]
How a product manager conducts 30+ customer interviews per month with AI
What if customer conversations were automatic and human-centric, not ad hoc or manual? Here’s how one Atlassian PM built an AI-powered workflow to close the feedback loop at scale.
How to shift your mindset from “AI as a tool” to “AI as a partner”
The real advantage of using AI comes from teaming up, not just speeding up.
OpenTelemetry traces for Bitbucket Pipelines via webhooks
Continuous delivery is only as good as your ability to understand what’s happening inside your pipelines. When a build is slow, flaky, or burning through capacity, you need more than a green/red status and a wall of logs — you need traces. Bitbucket Pipelines now exposes pipeline execution as OpenTelemetry (OTel) traces via webhook events. […]
Engineering at AI scale: how connected workflows unlock velocity, visibility, and governance
A pragmatic guide for tech leaders to unify tools, teams, and AI across the SDLC.
Split your pipelines workflows across multiple files
As part of our focus on building features around team scale and performance, we are happy to announce that Bitbucket Pipelines now supports sharing of CI/CD configurations within a repository. This feature is now available as part of our Premium plan, and expands on the already introduced capability to share pipeline workflow configurations between separate […]
Atlas Camp 2026: AI-First Development and Community Collaboration in Amsterdam
Atlas Camp 2026, Atlassian’s flagship conference for developers, wrapped up last month at the Anantara Grand Hotel Krasnapolsky in Amsterdam. The place was buzzing with over 320 developers from all walks of life, from software teams driving R&D at Fortune 500 companies, to Marketplace builders, to AI-savvy makers. What happens when you get hundreds of […]
Forge Architectural Patterns
Software architecture patterns define standardised, battle-tested solutions to recurring problems. The adoption of architectural patterns often improves robustness, performance, and/or usability. They also create a shared technical vocabulary that makes your codebase easier for teams to maintain and scale over time. This post outlines various patterns relating the architecture of Forge apps. I’ve grouped them […]
How a simple team ritual drove a 34% jump in AI alignment
The story of AI at work is often told in big, sweeping terms: platforms, transformations, enterprise rollouts. Those things matter. But day to day, what actually shapes behavior is what teams talk about regularly. So instead of launching yet another AI program, Atlassian’s Teamwork Lab gave an AI upgrade to a ritual we already had: […]
Designers’ workflow for shipping code
During the design of our Rovo Desktop app, a familiar problem showed up: the cursor glow animation was implemented at about 80% of the design intent. The basics were there, but the details weren’t. The blur and spread felt off, the colors from the spec in didn’t shine in the shipped product, and small visual […]
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