> BLOCKCHAIN SRE, ON AUTOPILOT █

Your blockchain doesn't sleep. Neither does your SRE agent.

Zeltho detects anomalies, diagnoses root cause with Qwen Cloud AI, proposes ranked fixes with risk scores, and waits for your approval. All before you finish your coffee.

> THE PROBLEM

Blockchain infrastructure breaks at 3 AM. Your SRE is asleep.

In 2025, $3.4 billion was lost to blockchain exploits. The average detection time? Six hours. The average response time? Longer. Zeltho shrinks both to seconds.

$3.4B
Lost to exploits in 2025
6 HOURS
Average detection time
< 2s
Zeltho response time
> HOW IT WORKS
DETECT
DIAGNOSE
REMEDIATE
APPROVE
EXECUTE
01

Detect

qwen3.6-flash

Zeltho polls blockchain events every 2 seconds. Anomalies are pre-filtered through qwen3.6-flash. Events scoring above threshold create an incident.

[block 18234521] event: PriceUpdated
severity: 0.82 (threshold: 0.75)
status: incident created
02

Diagnose

qwen3.7-maxtext-embedding-v4qwen3-rerank

Root cause analysis powered by qwen3.7-max. Embedding similarity search across historical incidents. Confidence-scored diagnosis with full reasoning chain.

root_cause: oracle price deviation
confidence: 94%
similar_incidents: 3 found
03

Remediate

qwen3.7-plus

2 to 4 ranked remediation options. Each with risk score, confidence score, and implementation steps. Ranked by safety and effectiveness.

option_1: pause affected pool (risk: low)
option_2: switch oracle source (risk: medium)
option_3: emergency withdraw (risk: high)
04

Approve

Every execution is gated by human approval. Zeltho presents the options. You choose. Nothing executes without your sign-off.

awaiting human approval...
options presented: 3
action required: select + confirm
05

Execute

Approved fix is submitted on-chain. Transaction confirmed. Incident resolved. Full audit trail preserved in the reasoning trace.

tx_hash: 0x8f3a...e21c
block_confirmation: 18234598
status: resolved
> INCIDENT RESPONSE

5 incidents, 1 autonomous agent.

Zeltho handles oracle manipulation, gas spikes, protocol pauses, bridge failures, and governance attacks. Each incident triggers the full five-stage pipeline.

OraclePrice Deviation Detected (60%)→
GasOracleGas Spike Detected (10x)→
ProtocolPause Event Detected→
BridgeStuck Message Detected→
GovernorGovernance Anomaly (5 proposals)→
LEARN ABOUT THE PIPELINE →
Incidents
Oracle
GasOracle
Protocol
Diagnosis
root_cause: price deviation
confidence: 94%
Remediate
pause pool
risk: low
switch oracle
risk: medium
> ARCHITECTURE

Five models. One pipeline.

Zeltho orchestrates 5 Qwen Cloud models across a five-stage pipeline. Every decision is logged. Every execution is gated. Full transparency from detection to resolution.

BLOCKCHAIN
Hardhat testnet · 5 contracts · instant blocks
Alchemy (Sepolia) → live gas price + ETH/USD grounding
DETECTION
Event Listener (2s poll)
qwen3.6-flash → anomaly pre-filter
AI ENGINE
qwen3.7-max → Root cause analysis
text-embedding-v4 → Similarity search
qwen3-rerank → Context ranking
qwen3.7-plus → Remediation planning
HUMAN GATE
Approval Gate → Human reviews
Dashboard → Select + Approve
EXECUTION
eth_sendTransaction → On-chain TX
Reasoning Trace → Full audit log
5 Qwen Cloud models · 12 API endpoints · live Alchemy reference data
> POWERED BY
Qwen Cloud
Qwen Cloud
Hermes Agent
Hermes Agent
Alchemy
Alchemy
> FROM THE BUILDERS

Hermes Agent is officially documented by Alibaba Cloud.

Zeltho combines the most technically-aligned agent framework with Qwen Cloud's own AI platform.

Hermes Agent
> TRY IT

See Zeltho catch an incident, live.

The dashboard is deployed and running a real detection-to-remediation pipeline against a Hardhat testnet. Trigger a scenario and watch the full five-stage pipeline execute, from detection to resolution, all in a matter of seconds.