Claude Code screened 10,000+ job posts, picked 190, landed 2 offers
parfumparrot · reddit · 2026-09-06
Frustrated with manually scrolling job boards, the author built Pinloop, an open-source CLI that lets Claude Code run his job search. Over two months it read 10,000+ postings against his resume, recommended 190 applications, and he received 2 offers.
How it works:
- Pulls live postings from 40+ hiring systems (Greenhouse, Workday, YCombinator, etc.), refreshed hourly, avoiding LinkedIn/Indeed blocking
- Every night Claude Code reads each new posting against his resume and profile, writing verdicts with reasoning; good fits land in a morning list
Free to try via an npm command in Claude Code; $20/month adds unattended routines and LLM-based judging. Currently US software/tech internships and early-career roles only, with Europe and Canada planned.
More from coding & agent
- SurfSense: an open-source local NotebookLM with MCP agents and a prompt-caching lesson — FurtiveMirth · 2026-10-23
- procedural-memory: let agents replay saved tool-call sequences instead of re-solving tasks — Sad-Response1560 · 2026-10-23
- Med student seeking whole-library book search: Cognee's graph memory beats plain RAG so far — shrike293103 · 2026-10-23
- Dev demos AI models handling 3D objects and animations surprisingly well — chongdashu · 2026-10-23
- Jason Kneen burns 104.56B tokens and $24.7K in 304 days of AI coding on Codex and Claude Code — jasonkneen · 2026-10-23
- Typosquatted Blender MCP Repo Hit 958 Stars in Days and Silently Ran Malware — Promptmethus · 2026-10-23