GotYourTech AI
Project Overview
GotYourTech AI (gotyourtech.ai) is an executive engineering intelligence and AI-readiness diagnostic platform built within the Eternitech ecosystem for startup founders, Series A/B CTOs, and Private Equity technical due diligence teams. The platform ingests repository metadata, CI/CD telemetry, cloud billing exports, and database schemas to generate an actionable 90-day modernization and AI integration roadmap.
The Architectural Challenge
Traditional technical due diligence and fractional CTO onboarding require two to three weeks of manual code sampling, infrastructure interviews, and spreadsheet modeling. At the same time, founders refuse to grant third-party tools persistent read/write access to proprietary source repositories or customer databases.
Engineering Solution & Tech Stack
Eternitech architected an ephemeral, read-only diagnostic pipeline combining AST (Abstract Syntax Tree) static code analysis, dependency vulnerability graphing, AWS/GCP cost-anomaly detection, and structured LLM synthesis behind strict zero-data-retention guarantees.
- Ephemeral GitHub & GitLab Workers: Short-lived sandboxed containers compute cyclomatic complexity, test coverage gaps, and monolith coupling metrics without persisting raw source code.
- Structured LLM Rubric Scoring: Deterministic JSON Schema synthesis evaluates AI/RAG readiness, multi-tenant isolation, and SOC2/HIPAA gaps against Eternitech's 20-year operator benchmark dataset.
- Cloud & Token FinOps Profiler: Parses AWS Cost Explorer, GCP Billing, and LLM inference logs to pinpoint idle compute, unindexed queries, and prompt-caching savings.
- Next.js Executive Portal: Interactive board-ready scorecards, sprint sequencing matrices, and exportable diligence dossiers.
Quantified Production Outcomes
| Metric | Before GotYourTech AI | Production Result |
|---|---|---|
| Architecture & Diligence Turnaround | 15–21 business days | Under 48 hours |
| Average Cloud + Token Waste Identified | Unmeasured | 28%–41% monthly run-rate |
| Ventures & Codebases Audited | Manual ad-hoc | 80+ startup & PE assessments |
Founders evaluating a Technical Advisory engagement or planning a production AI roadmap now receive concrete architectural telemetry before Sprint 1 begins.
Want the same operator pod behind GotYourTech AI on your roadmap?
Explore our AI Agents & RAG Engineering, Dedicated Engineering Pods, or book a 30-minute scoping call with a Technical Project Manager.
Tell us what you're building.
No pitch deck required. Just a description of what you need. We'll come back with a scope breakdown — and we'll be honest if we're not the right fit.