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@Aakashv1000
Created January 21, 2026 04:58
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Submission for getting started task at Aden

Task 1.1: Star the Repository ⭐ Star Repository

Task 1.2: Watch the Repository πŸ‘οΈ Watch Repository

Task 1.3: Fork the Repository 🍴 Fork Repository

Task 1.4: Join Discord πŸ’¬ Discord Introduction

Task 2.1: README Scavenger Hunt πŸ”

What are the three LLM providers Aden supports out of the box?
Aden supports OpenAI (GPT-4, GPT-4o), Anthropic (Claude models), and Google Gemini out of the box.

How many MCP tools does the Hive Control Plane provide?
Aden includes comprehensive observability features: real-time WebSocket streaming for live agent execution monitoring, TimescaleDB-powered analytics for cost and performance metrics, health check endpoints for Kubernetes integration, and 19 MCP tools for budget management, agent status, and policy control.

What is the name of the frontend dashboard?
Honeycomb is the front end react UI.

In the "How It Works" section, what is Step 5?
Step 5 in "How It Works": Self-Improve - On failure, the system evolves the graph and redeploys automatically

What city is Aden made with passion in?
Made with πŸ”₯ Passion in San Francisco

Task 2.2: Architecture Quiz πŸ—οΈ

What are the three databases in the Storage Layer?
TimescaleDB, MongoDB, Postgres
Name two components inside an "SDK-Wrapped Node" Every node gets shared memory, local RLM memory, monitoring, tools, and LLM access out of the box

What connects the Control Plane to the Dashboard?
Websockets connect these two for real time metrics.

Where does "Failure Data" flow to in the diagram?
When things break, the framework captures failure data, evolves the agent through the coding agent, and redeploys

Task 2.3: Comparison Challenge πŸ“Š

What category is CrewAI in?
Multi-Agent Orchestration

What's the Aden difference compared to LangChain?
Generates entire graph and connection code upfront

Which framework focuses on "emergent behavior in large-scale simulations"?
CAMEL

Task 3.1: Project Structure πŸ“

What is the main frontend folder called?
Honeycomb

What is the main backend folder called?
Hive

What file would you edit to configure the application?
config.yaml

What's the Docker command to start all services (hint: check README)?
docker compose up

Task 3.2: Find the Features 🎯

Where are the MCP tools defined? (provide the file path). aden-tools/src/aden_tools/tools/

What port does the API run on? (hint: check README or docker-compose). API: http://localhost:4000, so 4000

Find one TypeScript interface related to agents (provide file path and interface name).
AgentStatus in honeycomb/src/types/agentControl.ts

Task 4.1: Agent Idea

Name: ImpactNarrator Goal: Automatically generate short, data-backed impact stories from community engagement records so marketing teams can publish them quickly. Self-Improvement: Learns from editor feedback (edits/rejections) and improves story structure, tone, and factual accuracy over time. Human-in-the-Loop: Human approval required before publishing; editors provide feedback when content is incorrect or too promotional.

PS: I worked at collaboratory (a community engagement platform) and I used to have the above problem, maybe Hive could have solved it.

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