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LLM Autopilot: Unattended AI Workflow
Category :
GenAI & LLMs
Dates :
Jan 2025 - Present

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





