Notion × DANA Indonesia
24 hours to 52 minutes per review-ready PR (96% faster)
Impractical at scale to repeatable at 180 components per week
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The case study earns New Capability as its primary type because migrating 2,970 components at this pace was genuinely impossible before the agent pipeline, not merely slower. The mechanism is unusually detailed: four named agents with distinct roles, a pre-warmed environment to cut startup time, and a registry worker for observability. The efficiency numbers (96% faster, 47% startup reduction, 180 runs per week) are specific and attributable, which makes the New Capability framing credible rather than vague.
Name and sequence each specialized agent with its own discrete job (Migration, Audit, PR, Learning) so readers can immediately see the pipeline architecture and replicate the division of labor.
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