Why I Built It
Purpose and Scope
I built this project to deepen my understanding of search automation, validation pipelines, and practical anti-rate-limit strategies in security tooling.
Project Case Study
APISCRAP
A security-oriented desktop tool that helps discover and validate exposed API credentials in authorized environments, with traceable diagnostics and exportable findings.
PythonSQLitedesktop UI workflowAPI integration and validation services.
Hardest Part
Technical Constraint
Designing adaptive query generation loops that keep discovery quality high while avoiding noisy searches and rate-limit pressure.
What I Learned
Post-build Reflection
I improved my skills in search strategy design, defensive request pacing, and building structured security tooling for repeatable analysis.
Key Features
Core Capability Set
- Automated GitHub ingestion workflows
- credential validation and scoring pipeline
- request tracing and replay support for debugging
- exportable diagnostics for triage and reporting.
- PowerShell:
- `python -m venv .venv`
- `.venv\Scripts\Activate.ps1`
- `pip install -e .[dev]`
- `apiscrap`
- Use the main dashboard to monitor GitHub search ingestion and validation progress.
Gallery
Take a closer look
High-resolution screenshots with zoom support.