Customer cases

How software teams use ContextLoop to keep specs, agents, and delivery aligned.

• Helio Labs made agent token spend visible per checklist step

  Dashboard agent_tokens chart tied to agent-iterations on every workflow step.

  Client: Helio Labs Industry: SaaS

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• NovaPay aligned spec-driven delivery across three squads

  Parallel agent tasks merged into one long-term branch with checklist gates and auto-merge review.

  Client: NovaPay Industry: Fintech

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