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aitbc/docs/10_plan/cli-core-workflows-test-scenarios.md

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Core CLI Workflows Test Scenarios

This document outlines test scenarios for the most commonly used, business-critical CLI commands that represent the core user journeys in the AITBC ecosystem.

1. Core Workflow: Client Job Submission Journey

This scenario traces a client's path from generating a job to receiving the computed result.

Scenario 1.1: Submit a Job

  • Command: aitbc client submit --type inference --model "llama3" --data '{"prompt":"Hello AITBC"}'
  • Description: Submit a new AI inference job to the network.
  • Expected Output: Success message containing the job_id and initial status (e.g., "pending").

Scenario 1.2: Check Job Status

  • Command: aitbc client status <job_id>
  • Description: Poll the coordinator for the current status of the previously submitted job.
  • Expected Output: Status indicating the job is queued, processing, or completed, along with details like assigned miner and timing.

Scenario 1.3: Retrieve Job Result

  • Command: aitbc client result <job_id>
  • Description: Fetch the final output of a completed job.
  • Expected Output: The computed result payload (e.g., the generated text from the LLM) and proof of execution if applicable.

2. Core Workflow: Miner Operations Journey

This scenario traces a miner's path from registering hardware to processing jobs.

Scenario 2.1: Register as a Miner

  • Command: aitbc miner register --gpus "1x RTX 4090" --price-per-hour 0.5
  • Description: Register local hardware with the coordinator to start receiving jobs.
  • Expected Output: Success message containing the assigned miner_id and confirmation of registered capabilities.

Scenario 2.2: Poll for a Job

  • Command: aitbc miner poll
  • Description: Manually check the coordinator for an available job matching the miner's capabilities.
  • Expected Output: If a job is available, details of the job (Job ID, type, payload) are returned and the job is marked as "processing" by this miner. If no job is available, a "no jobs in queue" message.

Scenario 2.3: Mine with Local Ollama (Automated)

  • Command: aitbc miner mine-ollama --model llama3 --continuous
  • Description: Start an automated daemon that polls for jobs, executes them locally using Ollama, submits results, and repeats.
  • Expected Output: Continuous log stream showing: polling -> job received -> local inference execution -> result submitted -> waiting.

3. Core Workflow: Wallet & Financial Operations

This scenario covers basic token management required to participate in the network.

Scenario 3.1: Create a New Wallet

  • Command: aitbc wallet create --name test_wallet
  • Description: Generate a new local keypair and wallet address.
  • Expected Output: Success message displaying the new wallet address and instructions to securely backup the seed phrase (which may be displayed once).

Scenario 3.2: Check Wallet Balance

  • Command: aitbc wallet balance
  • Description: Query the blockchain for the current token balance of the active wallet.
  • Expected Output: Display of available balance, staked balance, and total balance.

Scenario 3.3: Client Job Payment

  • Command: aitbc client pay <job_id> --amount 10
  • Description: Authorize payment from the active wallet to fund a submitted job.
  • Expected Output: Transaction hash confirming the payment, and the job status updating to "funded".

4. Core Workflow: GPU Marketplace

This scenario covers interactions with the decentralized GPU marketplace.

Scenario 4.1: Register GPU on Marketplace

  • Command: aitbc marketplace gpu register --model "RTX 4090" --vram 24 --hourly-rate 0.5
  • Description: List a GPU on the open marketplace for direct rental or specific task assignment.
  • Expected Output: Success message with a listing_id and confirmation that the offering is live on the network.

Scenario 4.2: List Available GPU Offers

  • Command: aitbc marketplace offers list --model "RTX 4090"
  • Description: Browse the marketplace for available GPUs matching specific criteria.
  • Expected Output: A table showing available GPUs, their providers, reputation scores, and hourly pricing.

Scenario 4.3: Check Pricing Oracle

  • Command: aitbc marketplace pricing --model "RTX 4090"
  • Description: Get the current average, median, and suggested market pricing for a specific hardware model.
  • Expected Output: Statistical breakdown of current market rates to help providers price competitively and users estimate costs.

5. Advanced Workflow: AI Agent Execution

This scenario covers the deployment of autonomous AI agents.

Scenario 5.1: Create Agent Workflow

  • Command: aitbc agent create --name "data_analyzer" --type "analysis" --config agent_config.json
  • Description: Define a new agent workflow based on a configuration file.
  • Expected Output: Success message with agent_id indicating the agent is registered and ready.

Scenario 5.2: Execute Agent

  • Command: aitbc agent execute <agent_id> --input "Analyze Q3 financial data"
  • Description: Trigger the execution of the configured agent with a specific prompt/input.
  • Expected Output: Streamed or final output showing the agent's thought process, actions taken (tool use), and final result.