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Agents/code-review-agent

Code Review Agent

Reviews pull requests for bugs, security issues, and code quality. Integrated with GitHub.

5d ago
activeminimal risk

Insights

CRITICAL

Production agent not reporting

Code Review Agent is a production agent that has not sent a heartbeat in 6 days. This could indicate a silent failure affecting end users.

Check agent status
WARNING

Error rate at 5.4%

Code Review Agent has a 5.4% error rate over the last 30 days (13 errors out of 240 requests). Error rates above 5% indicate potential reliability issues that could trigger compliance concerns.

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WARNING

Cache efficiency at 50.9% — below 60% threshold

Code Review Agent has a 50.9% cache hit rate over the last 30 days (73,636 hits, 70,948 misses). Low cache efficiency means repeated prompt processing costs — optimizing prompt prefixes can reduce costs by 50–90%.

GOOD

Remediation 100% complete

All 2 remediation items for Code Review Agent have been completed. This agent is fully remediated under its assessed framework.

Details

Agent ID
code-review-agent
Provider
anthropic
Model
claude-sonnet-4-6
Owner
james.wilson@acme.com
Department
Engineering
Environment
production
Registered
5/14/2026

Compliance Trends

3 assessments across 3 frameworks(4/28/2026 – 5/2/2026)

Overall Stable
EU AI Act New
Minimal Risk1 assessmentLast: 5/2/2026
No score
ISO/IEC 42001 AI Management System New
1 assessmentLast: 4/28/2026
71%
NIST AI Risk Management Framework New
1 assessmentLast: 4/30/2026
81%

Cascading Risk

high
1
Upstream
1
Downstream
4
Blast Radius
Transitive impact: If this agent fails, 4 agents could be affected across 2 levels of dependencies.

Bias Monitoring

95/100
excellent fairness
Trend (last 10)
96

Based on 555 decisions · 5/14/2026

Demographic Parity95/100
Equalized Odds96/100
Calibration95/100
No bias alerts. Continue monitoring with regular metric pushes.

Metrics (Last 30 Days)

Tags

developer-toolsgithubcode-quality

Incidents

View all
p2Incorrect suggestion merged to production — caused 502 errors for 45min
open5/8/2026