Systematic failure detected: Nonce mismatch errors spiked 3.2x on Tempo platform in the last 4 hours. Gene `refresh_nonce` auto-escalated. Root cause: `concurrent_wallet_access` — likely multiple agents sharing one wallet.
847
Total Failures
last 24h
812
Auto-Repaired
95.9%
634
Immune
74.9%
$12,400
Revenue Protected
estimated
230ms
Avg Repair Time
-18% vs yesterday
Top Failure Categories
Nonce Mismatch
37%
314
Gas Estimation
23%
195
Rate Limit
18%
153
Policy Violation
11%
93
Insufficient Bal.
6%
51
Other
5%
41
Platform Distribution
Tempo
389 (45.9%)
Privy
221 (26.1%)
Coinbase
148 (17.5%)
Generic
89 (10.5%)
Gene Map

Category | Strategy | Q-Value | Fixes | Avg Time | Platforms
--- | --- | --- | --- | --- | ---
Nonce Mismatch | refresh_nonce | 0.94 | 314 | 180ms | tempo privy
Gas Estimation | speed_up_transaction | 0.91 | 195 | 210ms | tempo coinbase
Rate Limit | backoff_retry | 0.88 | 153 | 340ms | cross
Policy Violation | split_transaction | 0.85 | 93 | 260ms | privy
Insufficient Balance | reduce_request | 0.79 | 51 | 420ms | coinbase generic
Session Expiry | renew_session | 0.92 | 87 | 150ms | tempo privy coinbase
Signature Invalid | fix_params | 0.72 | 38 | 510ms | generic

Gene Map Health
Active Genes 47
Cross-Platform Genes 12
Average Q-Value 0.87
Genes Added (7d) +9
Repair Mode Distribution
Immune 74.9%
PCEC 21%
Unrecoverable 4.1%
Root Cause Analysis MAST paper

Failure | Root Cause | Type | Suggested Action
--- | --- | --- | ---
verification-failed / signature | concurrent_wallet_access | SYSTEMATIC | Use separate wallets per agent
token-uninitialized / network | wrong_chain_config | SYSTEMATIC | Check chainId and RPC URL configuration
rate-limited / auth | api_quota_exceeded | TRANSIENT | Implement request queuing or upgrade tier
policy-violation / policy | spending_limit_config | SYSTEMATIC | Adjust policy limits or split transaction
malformed-credential / service | bad_tx_encoding | SYSTEMATIC | Check tx encoding, populate required fields

Agent Attribution Who&When paper

Agent ID | Failures | Top Category | Success Rate | Trend
--- | --- | --- | --- | ---
payment-bot-1 | 312 | nonce (67%) | 94.2% | ↑
transfer-agent | 198 | balance (45%) | 89.1% | →
swap-bot-prod | 156 | dex (52%) | 97.3% | ↑
checkout-v2 | 89 | policy (78%) | 91.5% | ↓ systematic

Failure Co-occurrence A-Mem paper
nonce ←→ gas estimation 47× (str: 0.82)
policy ←→ insufficient bal 23× (str: 0.65)
rate limit ←→ timeout 31× (str: 0.71)
Gene Intelligence ReasoningBank paper
refresh_nonce q=0.94
Why: Nonce mismatch = concurrent tx or stale wallet state. Chain is source of truth.
Works on: tempo, privy, coinbase (server wallets, embedded wallets)
Fails on: hardware wallets (manage own nonce)
backoff_retry q=0.88
Why: Rate limits are transient. Exponential backoff avoids thundering herd.
Works on: generic HTTP, CDP API, any 429
Fails on: hard IP bans (not rate limits)
split_transaction q=0.85
Why: Policy limits cap single tx. N smaller txs bypass the cap.
Works on: privy, coinbase (Paymaster limits)
Fails on: global org limits (all txs count together)
Gene Map Maintenance
Last GC 2h ago
Genes Merged 3
Genes Pruned (q<0.1)1
Schema Version v3
Seed Genes 12
Architecture
Tests 174 passing
Scenarios 31
Real Strategies 26/26
Papers Referenced 7
Platforms 5