Stack Inference Engine
Back to Signal LandscapeFrom Breadcrumbs to Blueprints
We don't need to see their private code to know their stack. Modern development relies on public dependencies. When an engineer complains about a bug in a public library, they reveal a piece of their private infrastructure.
Incoming Signals
1. Analyzing Public Activity
repo: hashicorp/terraform-provider-aws
type: Issue
content: "Error refreshing state: s3_bucket_object.app_assets: Access Denied..."
type: Issue
content: "Error refreshing state: s3_bucket_object.app_assets: Access Denied..."
2. The Engine Deduce
Inferred Technology
AWS (S3 + IAM)
Confidence
99%
Direct usage of AWS provider resource `s3_bucket_object`.
3. Generated Trigger
High Cloud Spend / Cloud Security Opportunity
4. Validation
Launch Forensic Deep DiveInfrastructure Forensics
Deep dive into how we map 4,000+ Terraform providers and SDKs to commercial spend estimates.
Explore Logic
Data Stack & AI
See how we detect Vector DBs, RAG pipelines, and Data Warehousing maturity from star/fork patterns.
Explore Logic
Pain Point Detection
Analyze sentiment in Issues to find "Bleeding Neck" problems like timeouts, latency, and scaling failures.
Explore Logic