ai-automation
DeepSeek Cloud Cleanup Flagged 3,000 Resources
A DeepSeek-generated AWS cleanup script identified 3,000 resources as deletable. The AI hallucinated tag matching logic. Safety checks prevented a disaster.
12 min read
#python
4 articles
ai-automation
DeepSeek API Cost Tracker Saved Me $2K/Month
An IT Ops Lead used DeepSeek to build a Python script tracking AI API costs across providers. The AI hallucinated endpoints. Manual fixes saved $2K/month.
11 min read
it-operations
I Automated TLS Renewal with DeepSeek
The short answer is I automated TLS certificate renewal using a DeepSeek‑generated Python script, but it almost broke production due to missing.
14 min read
build-in-public
I Built a Database Audit Script with DeepSeek
A non-developer IT Ops Lead used DeepSeek to build a database audit Python script. The exact prompt, three AI failures, and the working 20-line script.
11 min read