work_experience
livebootstrap startupCareerWise.io
An AI agent that automates the entire job hunt so you never have to manually apply again.
// what problem this solves
Job hunting is exhausting and fragmented. You're rewriting the same CV for every role, tracking applications in a spreadsheet, forgetting to follow up, and doing interview prep in isolation — none of it connected. Most people give up consistency within two weeks because the "admin" of job hunting outweighs the actual strategy.
// what I built
A custom agent built on the OpenClaw/ZeroClaw framework — Telegram-first, where each paid user gets their own dedicated Cloud Run runtime, private file workspace, and persistent memory. The web app handles auth, billing, and provisioning. Once you're in, the agent lives in Telegram and manages your entire search — from finding roles, to tailoring your CV, to generating cover letters and tracking applications.
// how it works
The core architectural decision was giving each user their own isolated Cloud Run service rather than a shared backend. This ensures the agent holds real, unconfused context via a USER.md and APPLICATIONS.md synced from GCS on boot. A lightweight SQLite brain.db handles long-term recall, delivered via a zero-install Telegram interface.
// result
- 100% Automated Candidate Lifecycle — search, tailor, generate, and track
- 0 Manual Intervention — post-onboarding, the agent hunts and prepares assets autonomously
- Per-User Runtime Isolation — zero shared state and zero token confusion between users
- Cross-Session Persistence — a coach that remembers your last interview and adjusts the next one
the stack