EVIDENCE-GROUNDED CAREER INTELLIGENCE

Your skills are only as strong as the proof behind them.

JobMate connects directly to your GitHub repositories, AST syntax trees, commits, CI test suites, and project artifacts — mapping verified engineering proof to target job requirements without hallucinating fake claims.

6-Language AST Code IntelligenceDeterministic Single-Column LaTeX100% Truth-Grounded Claim Verification
jobmate://evidence-graph/inspect
VERIFIED PROVENANCE
01. Source Code ASTL4_SOURCE

// src/api/users.ts:L14-L38

export async function createUser(req) {

supabase.from("users").insert(..)

}

AST identified exported HTTP handler & Supabase client integration.

02. Evidence Node95% Conf

API Engineering & Database

Repository JobMate/CoreService with verified author commit history.

TypeScriptSupabaseREST API
03. Grounded ApplicationATS 100%

• Engineered high-throughput REST API handlers with Supabase PostgreSQL integration.

✓ Proven by AST file range src/api/users.ts

Emitted directly to ATS-proof Overleaf pdflatex source.

Why Traditional Career & AI Tools Fail

Most resume tools ask: "What skills do you have?"JobMate asks: "What evidence proves you have them?"

Traditional Resumes & Generic AI

Keyword Stuffing & Fabricated Claims

  • ✕Unsubstantiated Lists: Listing "React, Python, PostgreSQL" without verifiable proof.
  • ✕Hallucinated Metrics: AI prompt wrappers inventing fake percentages and revenue impact.
  • ✕ATS Table Parsing Failures: Multi-column graphics truncated by enterprise recruiters.
JobMate Evidence Intelligence

Multi-Signal Code Proof & Attribution

  • ✓Real AST Verification: Every skill maps to source files, exported functions, and schemas.
  • ✓Adversarial Claim Gate: Blocks unverified metrics and flags stale candidate records.
  • ✓Deterministic pdflatex Source: 100% ATS-compliant single-column LaTeX compilation.
Engineering Workflow

How Evidence Intelligence Works

A deterministic pipeline turning your real engineering history into verifiable job applications.

01

Connect

Link GitHub repositories and career artifacts to snapshot your work.

02

Understand

Multi-language AST inspects syntax trees, routes, DB calls, and tests.

03

Match

Target JDs are decomposed into atomic hard/soft skill requirement graphs.

04

Verify

Evidence classified as Supported, Partial, Conflicted, or Stale.

05

Build

Identifies proof gaps and generates single-column LaTeX resumes.

Truth-Grounded Graph

Trace any accomplishment back to an exact AST node and commit.

JobMate never simply generates claims out of thin air. When an application states you built a payment workflow or designed a vector search pipeline, it retains complete provenance:

Candidate

└── Repository (JobMate/CoreService)

└── File (src/api/users.ts)

└── AST Symbol (createUser: L14-L38)

└── Evidence Item (L4_SOURCE_CODE)

└── Grounded Job Requirement Match

Supported AST Parsers73/73 Tests Passing

TypeScript / TSX

TS Compiler API

Classes, Hooks, Routes

JavaScript / JSX

V8 AST Engine

Express, Fastify API

Python

Tokenizer & AST

FastAPI, SQLAlchemy

Java

Spring AST Parser

REST Controllers, JPA

Go

Go Receiver Parser

Gin Routes, database/sql

Rust

Syntax Tree Parser

Actix, Axum, SQLx

Core Capabilities

Developer-First Career Intelligence

Evidence Explorer

Explore every independent signal mined from your work: dependency manifests, AST exported handlers, commit histories, and CI pipelines.

Skill Gap vs Evidence Gap

Know the difference between capabilities you lack versus skills you possess but haven't proven yet — with concrete artifact roadmaps to close gaps.

Single-Column LaTeX Engine

Compiles deterministic Overleaf pdflatex-compatible `.tex` source code adhering to strict single-column ATS typography and glyph standards.

Know what you can prove. Build what you can't.

Connect your engineering profile to extract multi-signal evidence and generate ATS-grounded job applications today.