[KongchangAI]
Unverified50% confidenceSolutionExact time

HumanLayer uses a "design doc" process that deliberately distinguishes between "end state" and "specific changes," which can reduce rework rates from a common 25%–75% down to 0%–10%.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/5/2026
First Seen
Valid until: 1/3/2027

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