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VibeXP

AI Agents (A2A)

Connect, automate, and scale with AI agents using the Agent-to-Agent (A2A) protocol. Integrate any A2A-compatible agent and manage autonomous AI workflows directly from VibeXP.

Overview

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A2A (Agent-to-Agent) is an open protocol that enables AI agents to communicate and collaborate with platforms like VibeXP. Connect autonomous agents, assign tasks, track execution in real-time, and maintain persistent conversations.

Key Benefits

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  • Universal Support: Any A2A-compatible agent works
  • Real-Time Monitoring: Watch agents work with live updates
  • Persistent Conversations: Resume chats anytime with full context
  • Task Management: Create, monitor, and review executions
  • Secure Credentials: Encrypted storage for agent authentication

What is A2A?

Section titled “What is A2A?”

A2A is an open standard for AI agent communication that defines:

  • Agent Capabilities: What agents can do
  • Task Execution: How to delegate work
  • Streaming Updates: Real-time progress reporting
  • Conversation Management: Multi-turn interactions

Agent Types

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  • Research Agents: Autonomous research and data gathering
  • Code Assistants: Code review, generation, and documentation
  • Data Analysis: Automated processing and report generation
  • Content Creation: Writing, editing, and optimization
  • Workflow Automation: End-to-end process automation
  • Task Management: Intelligent coordination and planning

Connecting Agents

Section titled “Connecting Agents”

Prerequisites

Section titled “Prerequisites”
  • VibeXP account
  • A2A-compatible agent
  • Agent discovery URL (provided by agent developer)

Connection Steps

Section titled “Connection Steps”
  1. Navigate to AI Agents in the sidebar
  2. Click Connect New Agent
  3. Enter agent details:
    • Discovery URL: Agent’s A2A endpoint
    • Name: Friendly name for reference
    • Description: What the agent does (optional)
  4. Click Connect

VibeXP automatically:

  • Fetches the agent card
  • Validates capabilities
  • Configures the connection
  • Checks supported transports (HTTP, SSE, WebSocket)

Configuring Credentials

Section titled “Configuring Credentials”

If your agent requires authentication:

  1. Open the connected agent
  2. Click Configure Credentials
  3. Enter required credentials:
    • API keys
    • Access tokens
    • Custom authentication data
  4. Save securely (encrypted storage)

Creating Tasks

Section titled “Creating Tasks”

Simple Task

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  1. Select a connected agent
  2. Click New Task
  3. Enter your task description
  4. Click Send

Example:

Analyze this codebase and identify performance bottlenecks in the API layer.

Starting Conversations

Section titled “Starting Conversations”

For multi-turn interactions:

  1. Select agent
  2. Click Start Conversation
  3. Send your first message
  4. Continue the conversation with follow-ups

Example conversation:

You: "Review the authentication module for security issues"
Agent: "I found 3 potential issues..."
You: "Focus on the token validation logic"
Agent: "Analyzing token validation..."

Monitoring Execution

Section titled “Monitoring Execution”

Real-Time Status

Section titled “Real-Time Status”

Watch agents work with live updates:

  • Thinking: Agent is processing
  • Working: Executing the task
  • Streaming Results: Sending updates
  • Completed: Task finished
  • Failed: Encountered error

Event Streaming

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See detailed progress:

  • Status changes
  • Intermediate results
  • Progress indicators
  • Tool usage
  • Errors and warnings

Execution History

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Review past executions:

  • Full conversation history
  • Timestamps and duration
  • Success/failure status
  • Performance metrics
  • Error details

Managing Conversations

Section titled “Managing Conversations”

Resume Conversations

Section titled “Resume Conversations”

Pick up where you left off:

  1. Navigate to AI Agents → Conversations
  2. Select a conversation
  3. Click Resume
  4. Continue from last message

All context is preserved automatically.

Conversation Features

Section titled “Conversation Features”
  • Context Preservation: Full history maintained
  • Multi-Turn: Complex workflows with back-and-forth
  • Branching: Start new topics from any point
  • Export: Save conversations for reference

Use Cases

Section titled “Use Cases”

Code Review Agent

Section titled “Code Review Agent”
Agent: code-reviewer
Task: "Review PR #123 for security issues"


Agent Actions:
1. Fetches PR diff
2. Analyzes code changes
3. Checks security patterns
4. Generates review comments
5. Creates summary report

Research Agent

Section titled “Research Agent”
Agent: research-assistant
Task: "Research best practices for React performance optimization"


Agent Actions:
1. Searches multiple sources
2. Analyzes information
3. Summarizes findings
4. Provides recommendations
5. Cites sources

Documentation Agent

Section titled “Documentation Agent”
Agent: doc-generator
Conversation:
You: "Generate API documentation for the user service"
Agent: "Analyzing user service code..."
Agent: "Documentation generated. Should I include examples?"
You: "Yes, include examples for authentication endpoints"
Agent: "Adding examples..."

Agent Configuration

Section titled “Agent Configuration”

Transport Types

Section titled “Transport Types”

Agents can use different communication methods:

  • HTTP: Request/response pattern
  • SSE (Server-Sent Events): Server push for streaming
  • WebSocket: Full duplex communication

VibeXP automatically uses the best available transport.

Timeout Settings

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Configure task timeouts:

  • Short Tasks: 30 seconds - 5 minutes
  • Medium Tasks: 5 - 30 minutes
  • Long Tasks: 30 minutes - 2 hours

Retry Configuration

Section titled “Retry Configuration”

Set retry behavior for failed tasks:

  • No Retry: Fail immediately
  • Auto Retry: Retry with exponential backoff
  • Manual Retry: You decide when to retry

Performance Monitoring

Section titled “Performance Monitoring”

Agent Metrics

Section titled “Agent Metrics”

Track agent performance:

  • Success Rate: Percentage of successful tasks
  • Average Duration: Mean execution time
  • Error Rate: Failed tasks percentage
  • Response Time: Time to first response

Usage Analytics

Section titled “Usage Analytics”

Monitor usage patterns:

  • Most Used Agents: Popular agents in your workspace
  • Task Distribution: Types of tasks requested
  • Time Patterns: Peak usage times
  • Resource Usage: API calls and compute time

Security and Privacy

Section titled “Security and Privacy”

Credential Security

Section titled “Credential Security”
  • Encrypted Storage: All credentials encrypted at rest
  • Secure Transmission: HTTPS for all communication
  • User Isolation: Your agents never access other users’ data
  • Revocable Access: Delete credentials anytime

Data Privacy

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  • Private by Default: Agent conversations are private
  • No Sharing: Data not shared with other users
  • Audit Logs: Complete record of agent actions
  • Data Retention: Control how long data is kept

Access Control

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  • User-Scoped: Agents only access your resources
  • Permission Management: Control what agents can do
  • Credential Rotation: Update credentials regularly

Troubleshooting

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Agent Connection Failed

Section titled “Agent Connection Failed”

Problem: Cannot connect to agent

Solutions:

  • Verify discovery URL is correct
  • Check agent is online and accessible
  • Ensure agent supports A2A protocol
  • Try again after a few minutes

Task Execution Failed

Section titled “Task Execution Failed”

Problem: Agent returns error

Solutions:

  • Review error message for details
  • Check agent credentials are valid
  • Verify task requirements are met
  • Try simpler task to test connection
  • Contact agent developer for support

Slow Response Times

Section titled “Slow Response Times”

Problem: Agent takes too long

Solutions:

  • Check agent status and load
  • Verify network connection
  • Try during off-peak hours
  • Consider using different agent
  • Increase timeout settings

Best Practices

Section titled “Best Practices”

Task Design

Section titled “Task Design”
  • Be specific and clear in task descriptions
  • Provide necessary context upfront
  • Break complex workflows into smaller tasks
  • Set appropriate timeouts for task complexity

Conversation Management

Section titled “Conversation Management”
  • Use conversations for related work
  • Resume conversations to maintain context
  • Archive completed conversations regularly
  • Export important conversations for reference

Agent Selection

Section titled “Agent Selection”
  • Choose appropriate agent for task type
  • Test agents with simple tasks first
  • Monitor performance and success rates
  • Have backup agents for critical workflows

Security

Section titled “Security”
  • Use strong credentials for agents
  • Rotate credentials periodically
  • Revoke access for unused agents
  • Monitor agent activity regularly

Frequently Asked Questions

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What agents are compatible?

Section titled “What agents are compatible?”

Any agent implementing the A2A protocol specification. This includes custom agents, third-party agents, and specialized domain agents.

Can I build my own agent?

Section titled “Can I build my own agent?”

Yes! Follow the A2A protocol specification to build custom agents that integrate with VibeXP.

How many agents can I connect?

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Unlimited. Connect as many A2A-compatible agents as needed for your workflows.

Are conversations private?

Section titled “Are conversations private?”

Yes. All agent conversations are private to your account and encrypted in storage and transit.

Can agents access my VibeXP data?

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Only if explicitly configured. Agents can be given access to specific resources through secure authentication.

What happens if an agent goes offline?

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Active tasks will fail with timeout errors. You can retry once the agent is back online.

Can I run agents on my own infrastructure?

Section titled “Can I run agents on my own infrastructure?”

Yes! Build and host custom A2A agents on your infrastructure and connect them to VibeXP.

Support and Resources

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Section titled “Related Features”

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