Frontend and Backend agents coordinating well. 12 API contracts agreed upon, zero conflicts.
Backend agent attempted 1 unauthorized network call. Blocked and logged. Review recommended.
Frontend Builder using 28% more tokens than projected. Consider switching to Sonnet 4 for routine tasks.
Current: Rolling 24h window, 2.0ฯ threshold
Finding: I ran a backtest on last 7 days of data. A 36-hour window with 1.5ฯ would have caught 3 more profitable signals while avoiding 2 false positives.
Projected improvement: +$18.40 profit over 7 days
Finding: You're currently monitoring 77 tokens on Uniswap. I checked Aerodrome and found 23 additional tokens with sufficient liquidity that match your criteria.
Opportunity: +30% more trading opportunities
Observation: SAND has triggered signals 4 times in 24h but price keeps moving against us. This token may be in a trend, not mean-reverting.
Suggestion: Add trend filter - skip tokens with 7-day momentum > 15%
Step 2 (Fetch Prices) takes 12.4s. Enable price caching with 30s TTL to reduce to ~0.5s for repeat runs.
Save 12s per runCurrently fetching all 77 tokens. Filter to only tokens with sufficient liquidity to reduce API calls by 60%.
Save $0.08/dayExchange connection failed 15 times in 24h. Add fallback to backup API endpoint or increase timeout to 60s.
+3% success rate| Time | Duration | Steps | Result | Signals | Trades |
|---|---|---|---|---|---|
| 02:15:00 | 45.2s | 4/5 | โ Failed at Step 4 | 2 | 0 |
| 02:10:00 | 34.1s | 5/5 | โ Success | 0 | 0 |
| 02:05:00 | 38.7s | 5/5 | โ Success | 1 | 1 |
| 02:00:00 | 33.2s | 5/5 | โ Success | 0 | 0 |
| 01:55:00 | 35.8s | 5/5 | โ Success | 2 | 0 |