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Operations

This domain groups systems that solve Operations problems - shared vocabulary, common interfaces, and repeatable operational constraints. Use this page to see which systems already exist, what they ingest and emit, and which patterns we repeatedly rely on in this problem space.

Domains are how we avoid reinventing the same solution in slightly different shapes. When a domain repeats, it’s a signal to standardize schemas, mapping layers, auth patterns, and operator workflows.

Domain guide

How to read this domain

Definition

This domain groups systems focused on operations workflows, shared data models, and repeatable operational constraints.

What belongs

  • Systems where operations is the primary problem space.
  • Integrations that move, validate, or enforce data in this domain.
  • Operational tools that reduce risk and manual work for this domain.

What doesn't

  • Generic tools where operations is incidental metadata.
  • One-off experiments without domain-specific constraints.

Typical integrations and constraints

  • Source-of-truth feeds, vendor APIs, and scheduled extracts.
  • Schema drift, credential scope, and compliance requirements.
  • Role-based access and operational review cycles.

Common interfaces

  • REST/JSON APIs and vendor export endpoints.
  • CSV, SQL views, or Sheets-based boundary objects.
  • Auth boundaries (service accounts, OAuth, SSO).

Common patterns and playbooks

Audit Artifacts Bootstrap Kit Canonical Extracts Csv Transform Local First Schema Aware Queries

No playbooks mapped yet.

Results 3 projects
Component · Active

Aeries Staff Extract SQL Generator

Extract operationally meaningful staff datasets that reflect reality across schools and roles. It ingests Aeries tables (staff, sections, TCH/MST, etc.); date …

Reality Ingestion Canonical Storage
Open project
Field Tool · Active

email_template_mailer

Send personalized email campaigns from a CSV-driven dataset while keeping an audit trail of what was sent. Load template + CSV, expand variables, optionally …

Human Interfaces Operational Adoption Canonical Storage
Open project
Field Tool · Prototyping

PrivateGPTConf

Package the steps and configuration needed to get a local PrivateGPT instance running with custom documents. Install prerequisites and clone PrivateGPT to a …

Reality Ingestion Human Interfaces Operational Adoption Canonical Storage
Open project