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EARLY INTERVIEW LEAD

Cost & token efficiency

One qualified GitHub discussion points to this friction. Use the plan below to test it with practitioners before building.

1Independent repositories
1Qualified GitHub Issues
14Discussion comments
EVIDENCE, NOT A PROMISE

Where this need appears

Each item below is a public, qualified GitHub discussion. The Radar groups related friction, while the original Issue remains available for source checking.

HKUDS/nanobot
COACH-STYLE FIRST TEST

Turn the signal into one observable action

Instrument one representative workflow, remove or cache its highest-cost repeated step, then replay the same task set against the original baseline.

BEHAVIORAL PROOF

Median cost falls by a written target across at least five comparable runs without reducing completion quality.

Ask before you build

Professional guardrail: Measure repeated use and time returned across two cycles, not a one-time demo completion.

Choose a narrow next move

Save this pattern in the free workspace, interview someone who recently hit it, and record one concrete commitment or decision. Do not treat issue counts or compliments as willingness to pay.