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Insights on AI agent orchestration, development automation, and building faster with AI teams.

Engineering at the Speed of Trust: How Operum's Opinionated Design Avoids the Failures We've Seen Kill AI Teams
· 11 min read

Engineering at the Speed of Trust: How Operum's Opinionated Design Avoids the Failures We've Seen Kill AI Teams

A senior engineering leader's perspective on why Operum's controversial design decisions—sequential PRs, protected templates, IPC state machines—are actually the most reliable approach to AI orchestration at scale.

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· 7 min read

Why Sequential PRs Beat Parallel Pipelines: The Hidden Cost of Pipelining AI Work

A deep-dive into why Operum enforces one PR at a time, and why it's faster than it looks on paper.

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