Original Summary

GitHub: https://github.com/Ehtesham289/job-search-aiagent Hey r/SideProject , Most AI career tools charge $20/month just to wrap an LLM prompt that hallucinates fake work experience and spams generic cover letters. I wanted something transparent, deterministic, and runnable locally on your own machine. ### What the demo shows: Live ATS Discovery: Scrapes and extracts real openings from public career endpoints via plain HTTP. Semantic Match Scoring: Compares job requirements against your CV to highlight true skill overlaps and gaps. Direct Apply Links: Pulls verified, direct application URLs so you bypass aggregators and ghost postings. Safe Tailoring: Re-organizes and highlights verified bullet points from your actual background—strictly constrained from fabricating history. ### Architecture Rule: An LLM call is a step, not a system All board harvesting, HTML/JSON parsing, deduplication, and heuristic matching run in pure TypeScript. Expensive model calls are reserved strictly for semantic judgment and scoring. Offline Baseline: Discover public boards completely free without any paid API keys (npm run web:offline). Typed Agents: Specialist agents (Query Strategist, Harvester, JD Analyst, Match Scorer) communicate via typed Zod contracts across a shared blackboard state. Tested: 177 unit tests passing with Vitest. License: MIT The full project is open source. Try running it locally, and let me know your thoughts or what ATS adapters you’d like added next!   submitted by   /u/Worldly-Skirt-4811 [link]   [comments]

  • 情报分类：工作与职业机会
  • 分类依据：内容涉及招聘、求职或职业发展
  • 信息来源：Reddit · SideProject
  • 发布时间：2026/9/13 22:01:06