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From AI Experiments to AI Engineering: My Takeaways from the Gartner Application Innovation & Business Solutions Summit

September 22, 2026

I recently had the opportunity to attend the Gartner Application Innovation & Business Solutions Summit in London, bringing together application, software engineering, and technology leaders to discuss how AI is reshaping the way organizations build and operate software.

Unsurprisingly, AI was everywhere. What I found particularly valuable, however, was that the conversation had moved beyond simply asking what generative AI can do. Much of the discussion focused on the harder questions: How do we build reliable AI systems? How do we govern agents without preventing innovation? How should our architectures evolve? How do we test systems that are inherently non-deterministic? And, perhaps most importantly, how do we turn individual productivity gains from AI into sustainable improvements across an entire software engineering organization?

Those questions are also very relevant to what we have been working on at Inflectra as we evolve Spira, Rapise, SureWire, and Inflectra.ai for an increasingly agentic software development lifecycle. Across the sessions I attended, several recurring themes stood out around context, architecture, testing, governance, observability, and the changing nature of software engineering productivity.

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Jira Data Center EOL: What It Means for Aerospace and Defense Teams

September 8, 2026

Atlassian has announced that Jira Software Data Center and other affected Data Center products will reach end of life on March 28, 2029. At that point, impacted Data Center subscriptions and associated Marketplace apps will expire and become read-only. Atlassian's phased transition began in March 2026, giving existing customers a defined window to evaluate their options and migrate.

For many organizations, that sounds like a technology refresh. For aerospace and defense teams, it is a much larger operational decision.

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Want Certainty? Inflectra Offers Budget Predictability

September 3, 2026

Atlassian recently announced usage based pricing effective Dec 2026 for its popular Jira project management and application lifecycle management system. If your team is concerned about budgeting guesswork, Inflectra SpiraPlan offers a powerful platform with 20 years of serving the Software System Community, providing a concurrent flat-rate alternative and unlimited inflectra.ai tokens powered by AWS.
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