Implement local state persistence using Persistor.
Fast headless browser for QA testing and site dogfooding.
Query, insert, update, or inspect tables in the larvling SQLite database (larvling.db).
Search or list knowledge stored in Larvling's memory
macOS-only AppleScript control for the ChatGPT Atlas desktop app.
Ansible orchestration: playbook execution, variable passing, inventory management, stack-based configuration for configuration management
Authentication and identity management: providers (SSO/SAML/OIDC/GCP/Atmos Pro), identities, keyring, identity chaining…
AWS security finding analysis: analyze findings, map to Atmos components/stacks, generate structured remediation with exact Terraform…
Component architecture: Terraform root modules, remote source provisioning, abstract components, component inheritance, versioning…
Component vendoring: vendor.yaml and component.yaml manifests, immutable vendor.lock.yaml receipts, pulling from Git/S3/HTTP/OCI/Terraform…
Devcontainer orchestration: start/stop/attach/shell/exec/rebuild, instance management, config handling, VS Code integration
CI/CD: GitHub Actions, Spacelift, Atlantis, `atmos describe affected` for change detection
Helmfile orchestration: sync/apply/destroy/diff, Kubernetes deployments, varfile generation, EKS integration, source management
Introspection & Querying: describe/list commands, config filtering, workspace introspection, dependency graphs, YQ integration…
Packer orchestration: init/build/validate/inspect/output, machine image building, template management, source management
Atmos root configuration: atmos.yaml discovery, precedence, deep merging, base_path, imports, minimal bootstrap, and routing to narrower…
Stack configuration: local and remote imports, inheritance, deep merging, locals, vars, settings, metadata, overrides, dependencies, and…
Terraform and OpenTofu orchestration: plan/apply/deploy, workspace management, backend config, varfile generation, authentication, binary…
Toolchain management: declarative dependencies, automatic installs, install/exec/search/env commands, Aqua registry integration, version…
Workflow automation: native step types, multi-step workflows, parallel/matrix/wait/container/emulator steps, when: conditions (CEL)…
Collect Attio integration diagnostic evidence -- API health, scopes,