Atlas view

Operational Adoption

Operational Adoption is what makes systems real. These projects create the human loop: runbooks, ownership, permissions, training, escalation paths, and feedback mechanisms. A tool without adoption mechanics becomes institutional debt.
Stage guide

How this stage works

What this stage is

Operational Adoption keeps systems survivable beyond the builder. It defines ownership, runbooks, escalation, and feedback loops that keep tools usable.

Inputs

  • Playbooks and runbooks
  • Ownership assignments
  • Incident history
  • Change logs and maintenance notes

Outputs

  • Operational procedures
  • Escalation paths
  • Maintenance schedules
  • Training and onboarding notes

What good looks like

  • Playbooks exist and are current.
  • Ownership and access are explicit.
  • Incidents feed back into improvements.
  • Operators can recover without tribal knowledge.

Common failure modes

  • Single-person knowledge silos.
  • No documented recovery steps.
  • Unclear ownership or escalation.
  • Ad hoc changes without review.
Results 104 projects
System · Prototyping

Aether Integrator Platform

Centralize integration workflows in a single web app so connectors share authentication, scheduling, and audit controls instead of bespoke scripts. It ingests …

Automation Engines Canonical Storage Operational Adoption Human Interfaces
Open project
System · Active

ASCIP Sync Engine

Provide a deterministic, auditable way to keep district staff data aligned with ASCIP LMS by turning CSV extracts into a repeatable diff-and-apply workflow. …

Reality Ingestion Canonical Storage Automation Engines Operational Adoption
Open project
Component · Deprecated

Rust SQLx Tooling (Integrated SSH Tunnel)

Make remote data extraction reproducible by managing SSH tunnel setup and teardown in the tool. It ingests SSH target; DB creds; query definitions and produces …

Reality Ingestion Automation Engines Operational Adoption
Open project
System · Active

Rust Streaming Tool (Web Playback)

Provide a low-latency, self-hosted screen/audio streaming tool that plays directly in a browser via WebRTC. Capture a selected monitor and audio source. Encode …

Reality Ingestion Automation Engines Human Interfaces Operational Adoption
Open project
Field Tool · Active

Snipe-IT Asset Ops Automation

Provide a reliable CLI layer for Snipe-IT so asset operations can be scripted, audited, and repeated across imports and cleanups. Load a TOML config with API …

Reality Ingestion Human Interfaces Operational Adoption
Open project
System · Idea

TitanHST Integration Connector

Prove the Aether Integrator architecture with a connector that matters operationally. It ingests Aeries + HR 2.0 source truth; TitanHST API (details pending) …

Reality Ingestion Automation Engines Operational Adoption
Open project
Field Tool · Active

Workspace Permission Audit Pipeline (GAM)

Detect, document, and remediate risky Drive sharing states at scale without manual inspection. It ingests target user/email; workspace drive ACL data; shared …

Reality Ingestion Automation Engines Operational Adoption
Open project
Field Tool · Active

Active Directory to OSTicket Sync

Queries LDAP and enriches OSTicket user context so support records stay aligned to directory identity data.

Reality Ingestion Automation Engines Operational Adoption
Open project
System · Active

Aeries Language Fluency Sync

Runs an internal Aeries write-back workflow to keep language-fluency and related program fields aligned to CALPADS-shaped source values.

Reality Ingestion Automation Engines Operational Adoption
Open project
System · Active

Aeries Photo Release Sync

Updates the Aeries photo-release field from current media-release authorization records so downstream permissions stay aligned.

Reality Ingestion Automation Engines Operational Adoption
Open project
System · Active

Aeries Portal Accounts Sync

Maintains student portal-account readiness inside Aeries by standardizing email and creating or activating portal-account records through a semi-automated …

Reality Ingestion Automation Engines Operational Adoption
Open project
System · Active

Aeries to Clever Rostering and SSO Hub

Publish Aeries roster and identity data into Clever as the central hub for instructional access, SSO, downstream application provisioning, and app-assignment …

Reality Ingestion Human Interfaces Operational Adoption
Open project
System · Active

Aeries to Google Classroom Sync

Exports Aeries roster and class data into Google Classroom through recurring scripted API automation.

Reality Ingestion Automation Engines Operational Adoption
Open project
Field Tool · Active

Aeries to Guardian Invite Sync

Rust CLI that reconciles Aeries-derived guardian data into Google Classroom guardian invite workflows, with dry-run planning, add-only mode, and manual-assisted …

Human Interfaces Operational Adoption
Open project
System · Active

aether

Script-first operational toolbox spanning SIS, Google Workspace, identity, asset, and reporting workflows through shared shell libraries, config packs, SQL …

Automation Engines Reality Ingestion Human Interfaces Operational Adoption
Open project
Field Tool · Active

apache-git-sync

A small Rust daemon that keeps /etc/apache2 bidirectionally synced with a Git remote. Local edits are autocommitted and pushed. Remote changes are safely …

Reality Ingestion Human Interfaces Operational Adoption
Open project
Component · Maintenance

APEXLearningAPI

Rust helper that batches classroom enrollment requests to APEX Learning from CSV input and API credentials defined in config.toml.

Human Interfaces Operational Adoption
Open project
System · Active

Board Meeting Livestream AV Workflow

Runs board-meeting and district-event AV production using a Linux laptop and OBS for multi-camera switching, room-audio ingest, local recording, and YouTube …

Human Interfaces Operational Adoption
Open project
Field Tool · Active

BOUSD-ClassSize-Extract

Refresh Aeries class-size outputs into Google Sheets for staffing, class-load, and planning workflows.

Reality Ingestion Human Interfaces Operational Adoption
Open project
Field Tool · Active

BOUSD-DataConfDocs-Extract

Refresh data-confirmation support outputs from Aeries into Google Sheets for recurring district workflow use.

Reality Ingestion Human Interfaces Operational Adoption
Open project
Field Tool · Active

BOUSD-Enrollment-Extract

Refresh enrollment source data from Aeries into Google Sheets for planning, dashboard, and report workflows.

Reality Ingestion Human Interfaces Operational Adoption
Open project
Field Tool · Active

BOUSD-Enrollment-Worksheet-HR

Refresh the enrollment worksheet and HR-linked planning feed from Aeries into Google Sheets on a scheduled daytime cadence.

Reality Ingestion Human Interfaces Operational Adoption
Open project
System · Active

BOUSD-MonthlyAttendance-Dashboard

Provide district and site leaders with a role-aware Google Workspace dashboard for attendance and chronic absenteeism visibility, with source freshness …

Reality Ingestion Human Interfaces Operational Adoption
Open project
Field Tool · Active

BOUSD-MonthlyAttendance-Extract

Refresh attendance source tabs from Aeries into Google Sheets for the monthly attendance dashboard and related reporting views.

Reality Ingestion Human Interfaces Operational Adoption
Open project
Field Tool · Active

BOUSD-PADC-Extract

Refresh principal apportionment attendance support data from Aeries into Google Sheets for certification, revision, and funding-sensitive review workflows.

Reality Ingestion Human Interfaces Operational Adoption
Open project
System · Active

BOUSD-Staff-Technology-Dashboard

Provide Technology Services with a planning dashboard for staff-device readiness, replacement tiers, rollout prioritization, and migration-support segmentation.

Reality Ingestion Human Interfaces Operational Adoption
Open project
System · Active

Brightly SSO Integration

Provides Google Workspace-based single sign-on to Brightly operational workflows so staff access is simpler and more secure; the additional Brightly module name …

Reality Ingestion Human Interfaces Operational Adoption
Open project
Component · Deprecated

camcott

Development and production setup steps for a Laravel application with MySQL. Optional FreeTDS configuration for MSSQL date formatting. It ingests Configuration …

Human Interfaces Operational Adoption Canonical Storage
Open project
System · Maintenance

CertManager

Automate certificate issuance and renewal via ACME with hooks for DNS/web validation and post-deploy workflows. Read dehydrated config and domains.txt for …

Automation Engines Reality Ingestion Human Interfaces Operational Adoption
Open project
Component · Maintenance

Chromebook_Enrollment

Arduino Centipede-derived enrollment sketches with site-specific variants for Chromebook setup automation.

Automation Engines Operational Adoption
Open project
Component · Deprecated

clasp

Enable local development, version control, and deployment workflows for Google Apps Script projects. Authenticates a local developer against Google APIs. Syncs …

Reality Ingestion Human Interfaces Operational Adoption Canonical Storage
Open project
System · Active

Classroom Display Refresh Coordination

Coordinates classroom display modernization rollout, inventory alignment, and room-by-room deployment tracking, including district 85-inch display and Apple TV …

Reality Ingestion Human Interfaces Operational Adoption
Open project
Component · Active

cloudflare-ddns-rs

Production-ready, self-hosted **Cloudflare DDNS** agent written in Rust. The binary discovers your current public IPv4/IPv6 address, compares it with Cloudflare …

Reality Ingestion Human Interfaces Operational Adoption
Open project
Component · Active

csv_mapper

CSV Mapper and Transformer is a robust command-line tool written in Rust that allows you to map, transform, and filter CSV files using flexible, user-defined …

Reality Ingestion Human Interfaces Operational Adoption
Open project
System · Active

Data Warehouse

Centralize canonical datasets in a durable storage layer so dashboards, reports, and data-driven systems can depend on consistent truth.

Reality Ingestion Canonical Storage Operational Adoption
Open project
Component · Maintenance

Database-Ingester

Enable safe, repeatable CSV ingestion into SQL Server tables with backups and dry-run visibility. Load config, optionally back up the target table, compare CSV …

Reality Ingestion Human Interfaces Operational Adoption Canonical Storage
Open project
Component · Active

DDNSGoDaddydevAPI

Maintain dynamic DNS updates for GoDaddy-managed A records using a simple shell script. It ingests Shell script variables for API credentials and record names …

Human Interfaces Operational Adoption
Open project
System · Active

District Transfer Tracking

Automates BOUSD transfer intake, normalization, review workflows, Aeries SIS write-back, and enrollment/class-load planning from one governed Google Sheets hub.

Reality Ingestion Canonical Storage Automation Engines Human Interfaces Operational Adoption
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 · Active

git-tools

Ensure every bare repo in a directory mirrors reliably without manual per-repo setup. Scans a directory for bare repos and normalizes repo names. Ensures each …

Reality Ingestion Human Interfaces Operational Adoption
Open project
Component · Pilot

Google Groups Guard

Provide a deterministic Rust plan/apply CLI for Google Group membership and settings reconciliation, with guardrails and service-style deployment options.

Human Interfaces Operational Adoption
Open project
Component · Maintenance

google-sheet-download

This program allows users to download a specified range from a Google Sheet and save it as a CSV file. Additionally, users can upload data from a CSV file to a …

Reality Ingestion Human Interfaces Operational Adoption
Open project
Component · Active

google-sheet-sync

Provide a consistent, modern CLI with subcommands and config support Support download, upload, and sync with predictable, auditable outcomes Ensure CLI options …

Reality Ingestion Human Interfaces Operational Adoption Canonical Storage
Open project
Component · Active

gpt_kit

Scripts transform ticket EML exports into a normalized knowledge base with tagging and optional redaction. Make scripts executable, then run them with input EML …

Automation Engines Reality Ingestion Human Interfaces Operational Adoption Canonical Storage
Open project
Component · Deprecated

GSuiteAPI

Shell-based Google Workspace automation repository containing legacy classroom, guardian, group, and reporting scripts built around shared GAM and SQL helper …

Human Interfaces Operational Adoption
Open project
Field Tool · Active

InformedK12 Sync

Use a production-capable CLI to export InformedK12 responses and upload structured data sources, with active nightly production use for Short-Term Independent …

Reality Ingestion Human Interfaces Operational Adoption
Open project
System · Active

Integr8r

Legacy Windows production runner for BOUSD integration jobs, including SQL exports, file transfers, write-back workflows, and report mailers.

Reality Ingestion Automation Engines Delivery Operational Adoption
Open project
System · Active

Integr8r-rebase

PowerShell integration runner repository with a broad BOUSD integration catalog, executable config loading, SQL/export orchestration, and report-mailer …

Automation Engines Reality Ingestion Human Interfaces Operational Adoption
Open project
Experiment · Deprecated

iscdhcp

Automate consistent DHCP configuration generation across multiple sites from a normalized file-based configuration layout. It ingests Configuration files …

Automation Engines Operational Adoption
Open project
Component · Active

MDM Integration Automation (Mosyle)

Provide the Mosyle API tooling layer used by district reconciliation workflows while keeping the broader write-enabled production sync separate and explicit.

Human Interfaces Operational Adoption
Open project
System · Deprecated

migrated-repos/gitlist

Offer a simple web interface for browsing repository files, commits, and diffs. Scan configured repository paths and render them in a web UI. Provide views for …

Reality Ingestion Human Interfaces Operational Adoption
Open project
Field Tool · Maintenance

mssql_query_to_csv

The **MSSQL Query to CSV** program is a command-line tool written in Rust that connects to a Microsoft SQL Server database, executes a SQL query, and exports …

Reality Ingestion Human Interfaces Operational Adoption Canonical Storage
Open project
Component · Active

Munki Client Configurator

Use login-time support automation to map Active Directory context to a Munki ClientIdentifier and keep managed Macs aligned with district software targeting …

Reality Ingestion Operational Adoption
Open project
System · Active

OCDE S1S Summer School Roster Export Automation

Automates generation of the OCDE ACCESS S1S bulk-import roster file from a governed Google Sheets `Data Entry` tab and Aeries demographics, with verification …

Reality Ingestion Automation Engines Human Interfaces Operational Adoption
Open project
System · Active

openhab-config

Production config-as-code repository for openHAB, including items, things, rules, services, transforms, and runtime state artifacts.

Automation Engines Operational Adoption
Open project
System · Active

openhab-git-sync

Automated two-way Git synchronisation for openHAB deployments that keeps /etc/openhab and selected /var/lib/openhab subtrees version-controlled without …

Automation Engines Reality Ingestion Human Interfaces Operational Adoption Canonical Storage
Open project
System · Active

Perpetual Data Reports Portal

Turn recurring district report requests into stable, owned, self-service reporting products with visible refresh and ownership discipline.

Reality Ingestion Canonical Storage Human Interfaces Operational Adoption
Open project
System · Maintenance

privateGPT

Expose a private, extensible RAG platform that works offline and keeps data inside the execution environment. Ingest documents from a local folder, splitting …

Automation Engines Reality Ingestion 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
Component · Prototyping

PrivateGPTConf/env/default

Ship a known-good PrivateGPT configuration snapshot that the setup scripts can copy into a local installation. Provide default settings.yaml profiles and …

Automation Engines Reality Ingestion Human Interfaces Operational Adoption Canonical Storage
Open project
System · Active

Project Atlas

Hugo-based cross-repo documentation system for the Aether workbench. Atlas consolidates implementation evidence from many repos into one operational knowledge …

Human Interfaces Operational Adoption
Open project
Experiment · Active

pwnagotchi

Provide local configuration and host-side networking helpers for Pwnagotchi devices. It ingests TOML config overrides, interface names and produces Modified …

Automation Engines Operational Adoption
Open project
System · Active

Raptor SSO and Security Group Sync

Tracks the district safety-platform identity path for Raptor, with continuity-level production evidence and explicit validation debt.

Reality Ingestion Human Interfaces Operational Adoption
Open project
System · Active

Runtime Host and Scheduler Reference

Compact reference for current production host roles, scheduler split, and evidence boundaries across Linux cron and Windows Task Scheduler integration …

Automation Engines Operational Adoption
Open project
Experiment · Active

SEIS-Aeries-Examples

A PowerShell workflow updates Aeries CSE records from SEIS Student.csv and emails a detailed summary. A SQL query exports Aeries student data in the SEIS …

Reality Ingestion Automation Engines Operational Adoption
Open project
Field Tool · Active

ShoreTel to Directory Sync

Tracks the active telephony-to-directory alignment path backed by `Push-ShoreTelToAD.sh`, while preserving uncertainty about exact field direction, cadence, and …

Reality Ingestion Automation Engines Operational Adoption
Open project
Component · Maintenance

snipeit_api/Old Version

Enable basic asset CRUD operations in Snipe-IT through a lightweight Rust CLI. Load a TOML config with API URL and token. Read CSV inputs for bulk asset …

Human Interfaces Operational Adoption
Open project
Field Tool · Maintenance

snipeit_gui

Iced-based Rust desktop prototype for field-facing Snipe-IT operations, currently focused on UI flow scaffolding for single-item and bulk workflows.

Human Interfaces Operational Adoption
Open project
Field Tool · Maintenance

sql_to_csv

DB Query to CSV** is a flexible command-line tool written in Rust that connects to SQL databases (such as MSSQL, PostgreSQL, or MySQL) using SQLx, executes a …

Reality Ingestion Human Interfaces Operational Adoption Canonical Storage
Open project
System · Active

Staff AD Account Management

Manages the production staff Active Directory lifecycle so HR-backed staff, approved non-HR identities, preferred-name handling, and onboarding communications …

Reality Ingestion Automation Engines Operational Adoption
Open project
System · Active

Staff Device Refresh Operations Portal

Give technicians role-filtered refresh worklists, swap lists, and readiness status views that separate direct-swap cases from migration-support cases.

Reality Ingestion Human Interfaces Operational Adoption
Open project
System · Active

Student Active Directory Sync

Uses Aeries student data and local post-processing to keep student Active Directory state aligned to district roster and school-context changes.

Reality Ingestion Automation Engines Operational Adoption
Open project
Component · Active

titanhst_sync

Rust CLI for synchronizing staff user records into TitanHST with guarded plan/apply behavior and report artifacts; this is the intended successor to the legacy …

Reality Ingestion Human Interfaces Operational Adoption
Open project
System · Maintenance

WebCalculator

Standalone HTML calculator pages intended to run directly in a browser. It ingests browser form inputs and produces rendered HTML output and calculated values.

Human Interfaces Operational Adoption
Open project