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Specialists are Potpie’s purpose-built agents for specific engineering tasks. Each agent is scoped to a single function and built with structured prompting, tool integrations, predefined skills, controlled memory, and evaluation loops. Agents produce testable, measurable, and reproducible behavior across runs.

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Available specialists

AgentWhat it does
Q&A AgentRetrieves and grounds answers in verified source material across large repositories
Debugging AgentTraverses service relationships, analyzes diffs, validates contracts, and reproduces failures in sandboxed environments
Code AgentGenerates implementation ready code changes with full awareness of repository structure, patterns, and dependencies

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Model compatibility

Specialists run consistently across foundation model variants. As models improve, agents inherit those improvements and workflows stay unchanged. The orchestration layer standardizes response structure, execution patterns, and task level evaluation criteria, so output consistency holds across model variants.

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Composability

Specialists can be orchestrated together while preserving precision and traceability. They integrate with existing tooling, respect access controls, and produce outputs that hold up in demanding engineering workflows.

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Get Access

Specialists are part of Potpie’s enterprise offering. Reach out to learn more.