Prove You Built It. Prove You Understand It.
Turn static GitHub repositories into interactive, verified proof-of-understanding artifacts. Stop being filtered out by generic resume parsers.
built with google gemini · from prompt to working product
The Portfolio Trust Crisis Is Real.
When anyone can prompt an LLM to clone an app in seconds, a perfect GitHub repository no longer guarantees an interview.
- 01
The LLM Clone Flood
Recruiters are overwhelmed by thousands of identical, tutorial-copied repositories.
- 02
The Pedigree Trap
Lacking validation metrics, companies default to filtering candidates solely by college tier.
- 03
The Silent Rejection
Talented engineers with genuine foundational skills remain buried under unread applications.
$ ls ./applicants/ | grep clone
→ 2,847 repos · 96% structural duplicates · 0 verified depth
$
Shifting the Metric from Code Ownership to Code Understanding.
ProofWork AI doesn't check if you own the code; it evaluates whether you have the engineering depth to maintain, scale, and debug it.
Dynamic Valuation
We replace passive project viewing with active, contextual repository stress-testing.
Transparent Signal
Candidates gain an un-gamable, verified layer of technical credibility to attach to applications.
Fair Sourcing
Recruiters evaluate applicants purely based on execution evidence and engineering grit.
Secure Your Verification Badge in Four Steps.
From a static repository link to a shareable verification report in under ten minutes.
Repository Ingestion
Paste your public project link. Our pipeline pulls code structure, schemas, and logic flows into a clean sandbox.
AI Code Interrogation
Gemini sweeps your multi-file codebase, analyzes architectural choices, and generates 3 targeted conceptual questions specific to your design patterns.
The Chaos Fire-Drill
Gemini actively injects a contextual logic bug or scale constraint into your code. You patch it in a sandboxed terminal.
Artifact Generation
Your edits, debugging velocity, and answers are compiled into a 30-second candidate reasoning scorecard with a shareable verification link.
Built for Modern Engineering Auditing.
Every feature is crafted to isolate and highlight your actual engineering problem-solving style.
Gemini Code Interrogator
Runs architectural cross-examinations on why specific design choices were selected over standard alternatives.
Gemini Chaos Challenge
Simulates edge-case stress anomalies — race conditions, sudden load changes — matching your exact code structure.
Gemini Bug Injection
Identifies high-traffic execution logic paths and injects real-world bugs to evaluate your diagnostic approach.
Reasoning Report
Tracks your debugging strategy to create a concise summary detailing your raw developer proficiency.
Verified Understanding Badge
Immutable, public-facing link showcasing solution metrics. Badge state updates with depth of challenges completed.
Recruiter-Ready Scorecard
A 30-second view of architecture grasp, debugging velocity, and conceptual articulation — built for hiring teams.
Why Google Gemini Drives the Engine.
Standard LLMs fail at processing whole applications; ProofWork AI requires next-generation context windows and reasoning.
Gemini 1.5 Pro reads all project files, dependencies, and README text simultaneously — full contextual awareness with no detail loss.
Reviews architectural diagrams, database schemas, and code as a unified ecosystem rather than isolated files.
Acts as an unbiased automated engineering lead, scoring debugging choices against true production standards.
↑ truncated · lost dependencies · partial view
↑ parallel · whole-repo · single coherent reasoning pass
Our 48-Hour Hackathon Implementation.
A functional proof-of-concept proving that automated engineering validation is achievable at scale.
$ Paste a public GitHub repo above, then press Run demo. This is a simulated prototype trace.
Active UI Framework
Next.js + Tailwind · THREE.js generative mountain landing experience.
Live Gemini API
Functional repository parser → Gemini for live, targeted architectural questions.
Performance Hub
Interactive mockup of the Reasoning Report and Verified Badge components.
Restoring Trust on Both Sides of the Interview Desk.
Whether you are trying to break into the industry or build a world-class team — we build the trust link.
- 01Bypass top-tier college filtering by anchoring applications with verified proof-of-work.
- 02Discover exactly where your project code breaks before facing high-stakes interviews.
- 03Share an immutable, high-signal verification link across LinkedIn and Twitter.
The Horizon for Verifiable Engineering Talent.
Moving past web sandboxes into the entire developer ecosystem.
Native IDE Integrations
VS Code extensions to continuously log proof-of-understanding metrics as you build.
Multi-Agent Systems
Simulate interactive git merge conflicts with virtual engineers to evaluate human collaboration profiles.
Team Portals
Companies auto-inject custom challenge modules into high-volume application pools.
Ready to Authenticate Your Engineering Capabilities?
Paste your project repository link now to generate your first verified reasoning report.
no signup · sandboxed runtime · 0 keys stored