Build and maintain features in the Python/FastAPI backend (server routes services) including audit orchestration audit cache scheduler reporting and integrations with internal Ingram applications third-party SaaS tools and infrastructure systems. - Implement and refine agents and prompts: outputschema-bound verdict agents MCP tool wiring prompt templates and SOP-injection blocks. - Build and harden React/TypeScript components in the audit-review UI: report views verdict drill-downs override workflows and dashboards consuming the Insight Agent output. - Write Pydantic models schema-repair logic and unit/integration tests. - Integrate with change-management HR and identity/directory systems through MCP-bound tool servers and REST clients. - Contribute to the Postgres / SQLite data model and to migration / backfill scripts. - Participate in code reviews on-call triage and accuracy/regression reviews. - Ship features with the platforms accuracy controls already in place: temperature 0.0 on verdict agents mandatory evidence citation deterministic prompt construction and reproducibility checks.
Build and maintain features in the Python/FastAPI backend (server routes services) including audit orchestration audit cache scheduler reporting and integrations with internal Ingram applications third-party SaaS tools and infrastructure systems. - Implement and refine agents and prompts: outputsche...
Build and maintain features in the Python/FastAPI backend (server routes services) including audit orchestration audit cache scheduler reporting and integrations with internal Ingram applications third-party SaaS tools and infrastructure systems. - Implement and refine agents and prompts: outputschema-bound verdict agents MCP tool wiring prompt templates and SOP-injection blocks. - Build and harden React/TypeScript components in the audit-review UI: report views verdict drill-downs override workflows and dashboards consuming the Insight Agent output. - Write Pydantic models schema-repair logic and unit/integration tests. - Integrate with change-management HR and identity/directory systems through MCP-bound tool servers and REST clients. - Contribute to the Postgres / SQLite data model and to migration / backfill scripts. - Participate in code reviews on-call triage and accuracy/regression reviews. - Ship features with the platforms accuracy controls already in place: temperature 0.0 on verdict agents mandatory evidence citation deterministic prompt construction and reproducibility checks.
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