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Documentation Index

Fetch the complete documentation index at: https://laddr.agnetlabs.com/llms.txt

Use this file to discover all available pages before exploring further.

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Laddr CLI Reference

Complete reference for all Laddr Command Line Interface (CLI) commands, options, and usage examples.

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Overview

The Laddr CLI provides commands for:
  • Project scaffolding - Initialize complete project structures
  • Agent management - Add, configure, and run agents
  • Docker orchestration - Manage containerized environments
  • Observability - Built-in tracing, metrics, and diagnostics
  • Development tools - Hot reload, logging, and debugging

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Installation

# Install Laddr
pip install laddr

# Verify installation
laddr --version

# Get help
laddr --help

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Global Options

Available for all commands:
  • -h, --help - Show help message and exit
  • --version - Show version and exit
  • --debug - Enable debug mode with full stack traces

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Project Setup

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init

Initialize a new Laddr project. 
laddr init [PROJECT_NAME] [OPTIONS]
Options:
  • PROJECT_NAME - Name of the project (interactive if omitted)
  • --path - Path to create project in (default: current directory)
Examples: 
# Interactive mode
laddr init

# Specify project name
laddr init myproject

# Create in specific directory
laddr init myproject --path /path/to/projects

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Agent Management

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add agent

Add a new agent to the project. 
laddr add agent AGENT_NAME [OPTIONS]
Options:
  • --role - Agent role
  • --goal - Agent goal
  • --backstory - Agent backstory (optional)
  • --llm-provider - LLM provider (default: gemini)
  • --llm-model - LLM model (default: gemini-2.5-flash)
Examples: 
# Interactive mode
laddr add agent summarizer

# Fully specified
laddr add agent summarizer \\
  --role "Data Summarizer" \\
  --goal "Analyze and summarize data"

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add tool

Add a new tool to an agent. 
laddr add tool TOOL_NAME [OPTIONS]
Options:
  • --agent - Agent to attach tool to
  • --description - Tool description
Examples: 
# Interactive mode
laddr add tool calculator

# Specify agent
laddr add tool scraper --agent researcher

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Running & Execution

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run dev

Run the Laddr development environment. 
laddr run dev [OPTIONS]
Options:
  • --build - Force rebuild Docker images
  • --detach, -d - Run in detached mode (background)
Examples: 
# Start with live logs
laddr run dev

# Start and run in background
laddr run dev --detach

# Force rebuild images
laddr run dev --build

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run agent

Run a single agent locally. 
laddr run agent AGENT_NAME [OPTIONS]
Options:
  • --inputs - JSON dictionary of inputs (default: empty object)
Examples: 
# Run with query
laddr run agent researcher --inputs '{"query":"What is Laddr?"}'

# Run with no inputs
laddr run agent coordinator

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run-local

Run an agent locally using in-memory components. 
laddr run-local AGENT [OPTIONS]
Options:
  • --input - JSON input to the agent (default: empty object)
Examples: 
# Run with no input
laddr run-local researcher

# Run with input
laddr run-local researcher --input '{"query":"AI trends"}'

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prompt run

Execute a prompt with an agent. 
laddr prompt run PROMPT_NAME [OPTIONS]
Options:
  • --input, -i - Input as KEY=VALUE (repeatable)
  • --json, -j - Input as JSON string or @file.json
  • --wait/--no-wait - Wait for completion (default: true)
  • --timeout - Timeout in seconds (default: 60)
Examples: 
# Simple input
laddr prompt run researcher --input query="What is Laddr?"

# JSON input
laddr prompt run processor --json '{"files": ["data.csv"]}'

# From file
laddr prompt run researcher --json @research-query.json

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prompt list

List recent prompt executions. 
laddr prompt list [OPTIONS]
Options:
  • --limit - Maximum number to show (default: 20)

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Monitoring & Debugging

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logs

View logs for an agent worker. 
laddr logs AGENT_NAME [OPTIONS]
Options:
  • --follow, -f - Follow log output (live tail)
  • --tail - Number of lines to show from end
Examples: 
# View all logs
laddr logs researcher

# Follow logs
laddr logs researcher --follow

# Show last 100 lines
laddr logs researcher --tail 100

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ps

Show status of all services and workers. 
laddr ps [OPTIONS]
Options:
  • --format, -f - Output format (table or json)
Examples: 
# Show status (table format)
laddr ps

# Show status (JSON format)
laddr ps --format json

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check

Run diagnostic checks for the Laddr runtime. 
laddr check [OPTIONS]
Options:
  • --output - Path to write JSON report (default: diagnostic_report.json)
Examples: 
# Run diagnostics
laddr check

# Save to custom path
laddr check --output reports/diagnostic.json

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infra

Show infrastructure configuration and status. 
laddr infra [OPTIONS]
Options:
  • --show-config/--no-show-config - Show configuration values (default: true)

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Service Management

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scale

Scale an agent worker to N replicas. 
laddr scale AGENT_NAME REPLICAS
Examples: 
# Scale to 3 replicas
laddr scale researcher 3

# Scale to 1 replica
laddr scale researcher 1

# Stop all replicas
laddr scale researcher 0

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stop

Stop all Laddr services. 
laddr stop [OPTIONS]
Options:
  • --volumes, -v - Remove named volumes (warning: data loss)
Examples: 
# Stop services (preserve data)
laddr stop

# Stop services and remove volumes
laddr stop --volumes

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Next Steps