Latest from the blog
Field notes on Jira governance, configuration drift, and what an event stream can tell you that a status board cannot.
JiraAtlassianAtlassian MarketplaceThe AI Shift in Jira: We May Be Asking the Wrong Question
AI is reshaping the Atlassian ecosystem quickly, and every new announcement raises the same worry about whether AI will replace Marketplace apps. This article argues that the more useful question is which problems AI can genuinely solve and which ones still need specialized products. AI is becoming the interface and it makes automation far easier, yet automation only answers what should happen next, while intelligence answers what is actually happening across hundreds of projects. Because operational risk builds up from many small, reasonable changes over time, the lasting advantage belongs to products that give organizations visibility into what their configuration is quietly doing, not just tools that perform individual tasks faster.
2026-08-04
#Jira#Atlassian#GovernanceWhy Jira Governance Fails Long Before Anyone Notices
One team calls it "Done." Another "Closed." A third "Resolved." Each choice is perfectly reasonable. But ask across 200 projects how much work is actually complete — and suddenly there's no reliable answer. That's not a Jira problem. It's a visibility problem. In my latest article I argue that enterprise Jira governance rarely fails because of bad rules. It fails quietly — through hundreds of well-intentioned decisions that slowly drift apart until no one can see the whole picture anymore. The shift that matters isn't stricter policies. It's moving from "What changed today?" to "What has been changing over the past six months?" — from reacting to symptoms to spotting drift before it breaks something. I break it into three stages every Jira team can locate itself in: reactive → aware → proactive.
2026-08-03
JiraOperational IntelligenceMetaFrazoFrom Event to Insight: How MetaFrazo Turns Every Jira Action Into Operational Intelligence
Your teams generate thousands of signals inside Jira every day, and most of them are never used. This walkthrough follows the MetaFrazo pipeline step by step, from the first click on any device to real-time operational intelligence on an administrator's screen.
2026-07-31
