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Research and field notes from the builds

Written by Ben Friedman, fractional forward-deployed AI engineer · Published

Research here means notes taken during the work: what an agent planned, what it changed, and how the result was tested. Each note is short and shows the artefact, redacted where a client is involved.

Field note

Anatomy of a change plan: what an agent shows you before it touches Jira

The five things a plan has to contain before I let an agent change a production Jira site, with an example.

2 min read
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About the author

Ben Friedman runs Viter, a forward-deployed AI engineering service. He has spent over ten years running Atlassian and operations tooling, including as internal Jira lead at Aroundtown, and holds the ACP-610, ACP-620 and ACP-120 certifications. He builds JAMES, the AI Jira administrator.