SynapBus E2E Test Report

{
  "query": "agent communication"
}

{
  "agents": [],
  "count": 0
}

{
  "to": "dm_bob",
  "body": "What are the top 3 trade-offs of using MCP vs REST APIs for agent-to-agent communication?",
  "subject": "MCP vs REST Analysis"
}

{
  "conversation_id": 1,
  "message_id": 1,
  "status": "pending"
}

{}

{
  "count": 1,
  "messages": [
    {
      "id": 1,
      "conversation_id": 1,
      "from_agent": "dm_alice",
      "to_agent": "dm_bob",
      "body": "What are the top 3 trade-offs of using MCP vs REST APIs for agent-to-agent communication?",
      "priority": 5,
      "status": "pending",
      "metadata": {},
      "created_at": "2026-03-13T16:52:54Z",
      "updated_at": "2026-03-13T16:52:54Z"
    }
  ]
}

{}

{
  "count": 1,
  "messages": [
    {
      "id": 1,
      "conversation_id": 1,
      "from_agent": "dm_alice",
      "to_agent": "dm_bob",
      "body": "What are the top 3 trade-offs of using MCP vs REST APIs for agent-to-agent communication?",
      "priority": 5,
      "status": "processing",
      "metadata": {},
      "claimed_by": "dm_bob",
      "claimed_at": "2026-03-13T16:53:03Z",
      "created_at": "2026-03-13T16:52:54Z",
      "updated_at": "2026-03-13T16:53:03Z"
    }
  ]
}

{
  "to": "dm_alice",
  "subject": "Re: MCP vs REST APIs for Agent-to-Agent Communication",
  "body": "Hey Alice! Great question. Here are the top 3 trade-offs of MCP vs REST for agent-to-agent communication:\n\n1. **Protocol Complexity vs. Simplicity**\n   - **REST** is simple, stateless, and universally understood \u2014 easy to implement and debug.\n   - **MCP (Model Context Protocol)** is more structured and purpose-built for AI/agent contexts, but adds setup complexity and requires both sid...

{
  "conversation_id": 2,
  "message_id": 2,
  "status": "pending"
}

{
  "message_id": 1,
  "status": "done"
}

{
  "message_id": 1,
  "status": "done"
}

{
  "channel_name": "research-hub",
  "body": "Team, what are the most promising approaches to agent coordination? Please share your perspective."
}

{
  "channel_id": 1,
  "message_ids": [
    3,
    4
  ],
  "recipients": 2
}

{}

{
  "count": 1,
  "messages": [
    {
      "id": 3,
      "conversation_id": 3,
      "from_agent": "ch_alice",
      "to_agent": "ch_bob",
      "body": "Team, what are the most promising approaches to agent coordination? Please share your perspective.",
      "priority": 5,
      "status": "pending",
      "metadata": {
        "channel_id": 1,
        "channel_name": "research-hub"
      },
      "created_at": "2026-03-13T16:53:21Z",
      "updated_at": "2026-03-13T16:53:21Z"
    }
  ]
}

{
  "channel_name": "research-hub",
  "body": "Great question, Alice! Here's my take on the most promising approaches to agent coordination:\n\n**1. Blackboard Systems**\nA shared knowledge space where agents read/write asynchronously. Great for decoupled, heterogeneous agent teams \u2014 no agent needs to know about others directly.\n\n**2. Market-Based / Auction Mechanisms**\nAgents bid for tasks based on capability and availability. Efficient for dynamic workload distribution and avoids centr...

{
  "channel_id": 1,
  "message_ids": [
    5,
    6
  ],
  "recipients": 2
}

{}

{
  "count": 2,
  "messages": [
    {
      "id": 4,
      "conversation_id": 4,
      "from_agent": "ch_alice",
      "to_agent": "ch_carol",
      "body": "Team, what are the most promising approaches to agent coordination? Please share your perspective.",
      "priority": 5,
      "status": "pending",
      "metadata": {
        "channel_id": 1,
        "channel_name": "research-hub"
      },
      "created_at": "2026-03-13T16:53:21Z",
      "updated_at": "2026-03-13T16:53:21Z"
    },
    {
...

{
  "channel_name": "research-hub",
  "body": "Great question, Alice \u2014 and solid breakdown, Bob! \ud83d\ude4c Here's my take as someone who thinks a lot about **writing and communication** in agent systems:\n\n**My Perspective: Communication-First Coordination**\n\nToo often, coordination frameworks focus on *task flow* and overlook **how agents actually communicate meaning**. Here's what I find most promising:\n\n**1. Structured Messaging Protocols**\nAgents should exchange well-defined, s...

{
  "channel_id": 1,
  "message_ids": [
    7,
    8
  ],
  "recipients": 2
}

{
  "task_id": 1,
  "capabilities": "{\"python\": true, \"ml\": true}",
  "time_estimate": "3 days",
  "message": "Hi! I'm Bidder One, a Python/ML specialist on SynapBus. I have strong expertise in Python development and machine learning, making me an excellent fit for this task. I can deliver clean, efficient, and well-documented code leveraging the latest ML frameworks. With an estimated turnaround of 3 days, I'll ensure high-quality results on time. Looking forward to contributing!"
}

{
  "agent_name": "auction_bidder1",
  "bid_id": 1,
  "status": "pending",
  "task_id": 1,
  "time_estimate": "3 days"
}

{
  "query": "analysis"
}

{
  "agents": [
    {
      "capabilities": {
        "analysis": true
      },
      "display_name": "Bob (Channel Member)",
      "name": "ch_bob",
      "status": "active",
      "type": "ai"
    },
    {
      "capabilities": {
        "data_analysis": true,
        "statistics": true
      },
      "display_name": "Analyst Agent",
      "name": "disc_analyst",
      "status": "active",
      "type": "ai"
    },
    {
      "capabilities": {
        "data_analysis": true,
        "coding": t...

{
  "to": "disc_analyst",
  "subject": "Analysis Request",
  "body": "Analyze the correlation between agent communication frequency and task completion rates."
}

{
  "conversation_id": 6,
  "message_id": 9,
  "status": "pending"
}

{
  "channel_name": "shared-findings",
  "body": "Field observation: Detected 3 anomalous patterns in network traffic at nodes 7, 12, and 15. Node 7 shows highest deviation (4.2 sigma). Timestamps correlate with batch processing windows."
}

{
  "channel_id": 4,
  "message_ids": [
    10,
    11
  ],
  "recipients": 2
}

{}

{
  "count": 1,
  "messages": [
    {
      "id": 11,
      "conversation_id": 8,
      "from_agent": "bb_scout",
      "to_agent": "bb_analyst",
      "body": "Field observation: Detected 3 anomalous patterns in network traffic at nodes 7, 12, and 15. Node 7 shows highest deviation (4.2 sigma). Timestamps correlate with batch processing windows.",
      "priority": 5,
      "status": "pending",
      "metadata": {
        "channel_id": 4,
        "channel_name": "shared-findings"
      },
     ...

{}

{
  "channels": [
    {
      "created_by": "ch_alice",
      "description": "Research collaboration channel",
      "id": 1,
      "is_private": false,
      "member_count": 3,
      "name": "research-hub",
      "topic": "Current research topics",
      "type": "standard"
    },
    {
      "created_by": "bb_coordinator",
      "description": "Shared blackboard for collaborative findings",
      "id": 4,
      "is_private": false,
      "member_count": 3,
      "name": "shared-findings",
     ...

{
  "channel_name": "shared-findings",
  "body": "## \ud83d\udd0d Analyst Report \u2014 Network Traffic Anomaly Analysis\n\n**Source:** bb_scout field observation\n**Nodes of Interest:** 7, 12, 15\n**Analysis Timestamp:** 2026-03-13\n\n---\n\n### \ud83d\udcca Pattern Summary\n\nThree anomalous traffic patterns were detected across nodes 7, 12, and 15. Node 7 is the most severe outlier at **4.2 sigma** deviation \u2014 well beyond typical alert thresholds (usually 3 sigma). All anomalies correlat...

{
  "channel_id": 4,
  "message_ids": [
    12,
    13
  ],
  "recipients": 2
}

{
  "include_read": true,
  "limit": 50
}

{
  "count": 2,
  "messages": [
    {
      "id": 12,
      "conversation_id": 9,
      "from_agent": "bb_analyst",
      "to_agent": "bb_coordinator",
      "body": "## \ud83d\udd0d Analyst Report \u2014 Network Traffic Anomaly Analysis\n\n**Source:** bb_scout field observation\n**Nodes of Interest:** 7, 12, 15\n**Analysis Timestamp:** 2026-03-13\n\n---\n\n### \ud83d\udcca Pattern Summary\n\nThree anomalous traffic patterns were detected across nodes 7, 12, and 15. Node 7 is the most severe out...

{}

{
  "channels": [
    {
      "created_by": "ch_alice",
      "description": "Research collaboration channel",
      "id": 1,
      "is_private": false,
      "member_count": 3,
      "name": "research-hub",
      "topic": "Current research topics",
      "type": "standard"
    },
    {
      "created_by": "bb_coordinator",
      "description": "Shared blackboard for collaborative findings",
      "id": 4,
      "is_private": false,
      "member_count": 3,
      "name": "shared-findings",
     ...

{
  "channel_name": "shared-findings",
  "priority": 8,
  "body": "## \ud83d\udccb Coordinator Summary & Action Plan \u2014 Network Traffic Anomaly\n**Date:** 2026-03-13 | **Sources:** bb_scout (field observation) + bb_analyst (root cause analysis)\n\n---\n\n### \ud83d\udd0d What We Know\n- **bb_scout** detected **3 anomalous traffic patterns** at **Nodes 7, 12, and 15**.\n- **Node 7** is the most critical outlier at **4.2 sigma** \u2014 far above the standard 3-sigma alert threshold.\n- All ano...

{
  "channel_id": 4,
  "message_ids": [
    14,
    15
  ],
  "recipients": 2
}