Hung Jobs Fail Quietly — Wrapping a Scheduled Gemini Call With a Timeout, an Empty-Output Check, and a Lock
An outer shell script that protects a cron-driven `gemini -p` call from three quiet failures: hanging on a response, exiting 0 with empty output, and overlapping with the previous run. Includes exit codes and timings measured with stand-in commands, and how far `timeout` reaches into child processes.
Gemini API DEADLINE_EXCEEDED Errors: Five Things to Check First
When DEADLINE_EXCEEDED suddenly starts spiking on your Gemini API backend, here are the five checks I run first — based on real production debugging.
Fixing Gemini API 'This Model Is Overloaded' — Retry Strategy and Timeout Patterns
Practical fixes for Gemini API overload errors, timeouts, and slow responses. Includes production-ready exponential backoff, model fallback patterns, and rate limiting code you can drop into your project today.
Why Is My Gemini API Response Slow? A Practical Diagnosis Guide
Slow Gemini API responses and timeout errors can stem from 4 different causes. This guide walks you through diagnosing each one and applying targeted fixes that actually work.
Gemini Thinking Mode Is Slow or Not Responding: How to Fix It
Gemini 2.5 Pro or Flash Thinking mode too slow, freezing, or timing out? Learn the most common causes and practical fixes—including timeout configuration, streaming setup, and thinking_budget tuning.