Quality Concerns Limit Adoption

Particle-1 may prove cost-efficient but less reliable on complex codebases, mirroring recent evidence that coding models still struggle on frontier software-engineering tasks. Adoption remains trial-heavy until Particle demonstrates stronger reliability and tool-use behavior.

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