High Priority Items
76↑ 18%vs previous periodTechnical Debt — Prioritization & Dependency Intelligence
Explainable priority scores to focus on what matters most
It introduces intelligent prioritization for technical debt items using risk, financial impact, lifecycle urgency and dependency analysis. It helps you focus on high-impact items and understand the blast radius before remediation.
Medium Priority Items
102↓ 12%vs previous periodLow Priority Items
70↓ 8%vs previous periodEstimated Financial Impact
$184K↑ 22%vs previous periodPriority scoring model
Each item is scored using multiple factors with explainable weights.
Security, compliance, exposure
Cost, rightsizing opportunity
End-of-life, deprecated versions
Blast radius, critical services
Frequency, scope and usage
Example prioritized items
A unified view of technical debt items with priority scores and key factors.
| Resource / Item | Type | Priority | Score | Key factors | Estimated impact |
|---|---|---|---|---|---|
| S3 public access | Security finding | High | 92 | Security risk, compliance | $20K |
| Outdated Terraform | Code dependency | High | 88 | EOL in 3 months | $15K |
| Unused EC2 instance | Cost optimization | Medium | 64 | Low usage, high cost | $8K |
| Deprecated Lambda runtime | Lifecycle | Medium | 58 | EOL in 6 months | $12K |
| Old Docker base image | Code dependency | Low | 32 | Minor version lag | $2K |
Items by priority
248Total Items
- High76 (31%)
- Medium102 (41%)
- Low70 (28%)
Dependency graph (blast radius)
Understand how a technical debt item impacts dependent resources.
▦
ECS Cluster(3 services)
▤
RDS Database(1 instance)
▣
S3 Bucket(2 buckets)
⚠
Outdated
ApplicationPriority: High
ApplicationPriority: High
λ
Lambda Functions(4 functions)
◇
API Gateway(2 endpoints)
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CloudWatch(5 alarms)
Benefits
- Focus on high-impact items that reduce risk and cost
- Explainable priority scores with clear factors
- Understand dependency blast radius before remediation
- Align remediation with business and compliance goals
- Better resource allocation and faster decision making