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LLM Autopilot: Unattended AI Workflow

Category :

GenAI & LLMs

Dates :

Jan 2025 - Present

Photo: Rawpixel via Rawpixel, CC0 1.0

Overview

A scheduled LLM pipeline that runs without supervision and fails safely.

What I built

Validation gates, retries with backoff, file locks, and catch-up logic keep failed or malformed runs from reaching users.

Integrated Python services with external APIs, Docker, and Linux scheduling, using logs and validation stages to diagnose failed runs.

Tech stack

  • Python
  • LLM APIs
  • Docker
  • Linux
  • Scheduling
  • Retry/Backoff
  • Validation Gates