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A small blog about Jira work, product management, and whatever a solo founder's brain decides to overthink.

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A miniature office floor where different roles visibly use very different amounts of AI tooling.

The AI Budget Nobody Talks About

A team-wide AI budget is not just a $20 seat multiplied by headcount. Real monthly cost depends on roles, workflow usage, coding agents, and how intentionally you allocate the stack.

Comparisons
8 minApril 19, 2026
Three ticket-like route cards representing platform access, connector bridge access, and workflow-native execution.

Three Ways AI Enters Jira

Three routes. Same backlog. Very different experiences. Rovo, connectors, and Just all bring AI into Jira in valid but fundamentally different ways.

Comparisons
7 minApril 11, 2026
A modular default board showing Anthropic powering planning and structured output, and Google powering web research and image generation.

Each Job Needs Its Own Model

The same Jira workflow can feel sharp or strangely off depending on which model sits behind each step. What matters here is not who wins benchmarks, but why certain providers keep earning the same jobs inside a real product.

Comparisons
5 minApril 9, 2026
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