Topics

Dive deeper into AIP capabilities with focused guides. The default path is Python SDK first. REST is reference-only for integrators.

Success

Latest DX defaults (2026):

• Build and run with Agent(...) first.

• Use CLI for low-code operational workflows.

• Treat Client snippets as legacy/advanced admin paths (bulk listing, migration, workspace governance).

Build

• Agents guide — Define agents with Agent(...), deploy, and run.

• Tools guide — Attach tools (native and custom) and manage tool configs.

• MCPs guide — Configure MCPs and attach them to agents.

• Skills guide — Package skills and activate them on agents or runs.

• Language models guide — Choose models and apply overrides.

Run

• File processing — Attach files, reuse chunks, and capture artifacts.

• Agent filesystem — Enable read_file/write_file/edit_file/ls/grep workflows in runtime.

• Programmatic tool calling — Run PTC workflows with sandboxing.

• Human-in-the-loop approvals — Pause and resume runs with manual decisions.

• Audio interface — Speak to local agents while keeping tool calls visible (optional).

Operate

• Security & privacy — PII masking, secrets, data handling.

• Agent content guardrails — Filter and block harmful content.

• Configuration management — Export/import resources and promote changes.

• Automation & scripting — CI scripting and schedules.

• Multi-account management — Current account boundaries and roadmap.

Integrate

• LangFlow integration — Sync boards and run flows as agents.

Patterns

• Multi-agent system patterns — Sequential, parallel, router, hierarchical, loop, aggregator.

Interfaces (Links Only)

• Python SDK reference — signatures and models.

• CLI — low-code ops workflows.

• REST API reference — integration surface for internal apps like GLChat.

Keep Exploring

• Revisit Introduction to GL AIP for personas, capability matrices, and navigation tips.

• Jump to the Reference section for API, SDK, and CLI command listings.