Notes on cross-tool synthesis
for R&D teams.
What we learn building multi-agent systems on top of Jira, GitHub, Monday, and 30+ other tools engineering teams actually live in. Bottlenecks, metrics, integration patterns, and the occasional post-mortem.
latest
- ·7 min readcode-reviewai-coding
Four PR review modes when most code is AI-generated
How PR review changes when most code is AI-generated. The four review modes engineering teams settle on, when to pick each, and what each one quietly breaks.
read → - ·6 min readmonday-comgithub
The Monday.com and GitHub integration gaps that matter
The real Monday.com and GitHub integration gaps: status drift, granularity mismatch, ownership divergence, and how engineering teams actually close them.
read → - ·7 min readengineering-metricsjira
How to track engineering bottlenecks across Jira and GitHub
A practical guide to finding work that's actually stuck. Aging tickets, stalled PRs, reviewer overload: the pain that hides between your tracker and your code.
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