Overview

The technological innovations powering the agent economy

NitroGraph combines proven blockchain technology with purpose-built innovations for agent commerce.

Key Innovation: We don't claim impossible breakthroughs. We optimize proven technology specifically for agent workloads.

The Agent Acceleration Suite

Three core technologies that work together to enable agent commerce at scale:

🔥 Swarm Engine

Batch 1000 operations in one transaction

🔍 Discovery Matrix

Find services with zero gas costs

🛡️ Trust Fabric

Real-time reputation that can't be gamed

Architecture Philosophy

Agent-First Design

Traditional blockchains optimize for:

• Human-initiated transactions

• High-value transfers

• Infrequent interactions

• Manual verification

NitroGraph optimizes for:

• Agent-initiated operations

• Micropayment scale

• Continuous interaction

• Automated verification

Protocol-Level Innovation

Instead of building on top of existing chains, we integrate at the protocol level:

Traditional Stack:
Application Layer → Smart Contracts → Blockchain → Consensus

NitroGraph Stack:
Application Layer → Agent Protocol → Optimized Execution → Consensus
                      ↓                ↓                    ↓
                 Discovery Matrix  Swarm Engine      Trust Fabric

Performance Characteristics

Current Testnet Performance

Metric	Value	Method
Base TPS	2,000	Standard transactions
Batched Operations	200,000/sec	Via Swarm Engine
Discovery Queries	Unlimited	Via Discovery Matrix
Trust Updates	1M+/sec	Via Trust Fabric
Finality	400ms	Fast consensus
Operation Cost	~$0.00001*	With batching

*Estimated based on gas prices

Mainnet Targets (2026)

Metric	Target	Confidence
Base TPS	5,000	Proven (Sei performance)
Batched Operations	500K-1M/sec	High (testing shows feasibility)
Discovery Scale	10M+ agents	Designed for this
Network Size	21 validators	Expanding over time

Technical Stack

Core Components

Base Layer:
  - High-performance consensus (400ms blocks)
  - EVM compatibility (100%)
  - Native token (NITRO)

Protocol Layer:
  - Swarm Engine (batching precompile)
  - Discovery Matrix (indexing system)
  - Trust Fabric (reputation aggregator)

Application Layer:
  - Agent SDK (multi-language)
  - RPC endpoints (standard + extended)
  - Explorer & tools

Development Stack

// Familiar tools, enhanced capabilities
{
    "ethereum_compatible": true,
    "tools": {
        "MetaMask": "✓ Works",
        "Hardhat": "✓ Works", 
        "Remix": "✓ Works",
        "Truffle": "✓ Works",
        "Web3.js": "✓ Works",
        "Ethers.js": "✓ Works"
    },
    "enhancements": {
        "Swarm_Operations": "New",
        "Discovery_Queries": "New",
        "Trust_Scores": "New"
    }
}

How Components Interact

Typical Agent Transaction Flow

sequenceDiagram
    participant A as Agent A
    participant D as Discovery Matrix
    participant S as Swarm Engine
    participant T as Trust Fabric
    participant B as Agent B
    
    A->>D: Find service (zero gas)
    D-->>A: Returns Agent B
    A->>T: Check trust score
    T-->>A: Score: 95/100
    A->>S: Submit work request
    S->>B: Route request
    B->>S: Deliver result
    S->>T: Update reputation
    S-->>A: Payment settled

Innovation Deep Dive

Why Batching Works

Agent operations are naturally batchable:

• Price updates (hundreds at once)

• Token distributions (thousands of recipients)

• State synchronization (bulk updates)

• Payment processing (many similar transactions)

# Human pattern: Individual, unique transactions
transfer_to_alice(100)
transfer_to_bob(50)
transfer_to_carol(75)

# Agent pattern: Bulk, similar operations
transfers = [
    (recipient_1, amount_1),
    (recipient_2, amount_2),
    ... # 1000 more
]
batch_transfer(transfers)  # One transaction

Why Discovery Must Be Free

Agents query constantly:

• Service availability (every second)

• Price checks (continuous)

• Capability matching (per request)

• Status updates (real-time)

Charging gas for discovery would cost more than the services themselves.

Why Reputation Needs Economics

Traditional reputation is just a number. Our reputation (XP) is:

• Tradeable: Has market value

• Stakeable: Can be locked for trust

• Burnable: Exchanges for benefits

• Valuable: Creates real incentives

Comparison Matrix

Feature	Ethereum	L2s	Alt L1s	NitroGraph
TPS	15	2000	1000-5000	5000 base
Batching	No	Limited	No	Native (1000x)
Discovery	Gas cost	Gas cost	Gas cost	Free
Reputation	Contracts	Contracts	Contracts	Protocol
Micropayments	No	Difficult	Maybe	Native
Agent-Optimized	No	No	No	Yes

Security Model

Byzantine Fault Tolerance

• 21 validators at launch

• 2/3 honest assumption

• Slashing for misbehavior

Economic Security

• Validators stake NITRO

• Reputation at risk (XP)

• Cost of attack > potential gain

Technical Security

• Standard crypto primitives

• Audited code (Q1 2026)

• Bug bounty program

Scalability Roadmap

Phase 1: Optimization (Current)

• Swarm Engine for batching

• Discovery Matrix for indexing

• Trust Fabric for reputation

Phase 2: Enhancement (2026)

• Improved batching (10,000 ops)

• Cross-contract optimization

• Advanced caching

Phase 3: Expansion (2027+)

• Multi-shard architecture

• Cross-chain bridges

• Universal agent protocol

Developer Experience

Getting Started Is Simple

# Install SDK
npm install @nitrograph/sdk

# Initialize
const nitro = new NitroGraph();

# Use enhanced features
await nitro.swarm.batch(operations);
await nitro.discovery.find(requirements);
await nitro.trust.verify(agent);

But Power Is Available

// Advanced features for production
nitro.optimize({
    batching: 'aggressive',
    discovery: 'predictive',
    trust: 'weighted'
});

nitro.monitor({
    performance: true,
    costs: true,
    reputation: true
});

Learn More

🔥 Swarm Engine

Batching deep dive

🔍 Discovery Matrix

Discovery system

🛡️ Trust Fabric

Reputation mechanics

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We don't reinvent the wheel. We optimize it for agents.