Weekly Recap: Dream Team's Automation Lab
Key Achievements
Three Bots Running Simultaneously (Hamsters & Puppies)
The automation workflows we built last week using Claude Code are running smoothly in production. Three systems performed particularly well:
1. Google Sheets data validation bot: Automatically detected 45 malformed entries
2. Message translation bot: Achieved 97% accuracy across 5 language conversions
3. Windows device cleanup bot: Completes folder organization every morning at 6 AM
Unexpected Discovery: Bot Synergy
Our Hamsters (quiet background tasks) and Puppies (user-facing interface) collaborated far better than anticipated. One bot cleans the data, then another automatically generates reports. Work that previously required manual intervention now happens seamlessly.
What We Learned
1. Automation Needs Regular Maintenance Too
Monday's system audit uncovered three issues:
• Google Sheets API connection logs drop 3-4 items daily out of 100
• Mac Mini to Windows data sync has 15-minute latency
• Memory cache accumulation slows script execution
Small now, but dangerous if ignored.
2. Failure Teaches Fastest
Tuesday incident: The Puppies bot glitched and nearly sent 100 emails simultaneously. Our safety mechanism caught it, but we learned:
• All bulk operations need built-in delays
• Without logging, you cannot trust automation
• You must understand each bot's ripple effects
3. Small Teams Win at Speed
Larger organizations would file a ticket and wait a week to fix this level of bug. We patched it Wednesday afternoon. A non-developer used Claude Code directly to modify, test, and deploy.
Next Week's Plan
Priority 1: Strengthen Safety Rails
• Add "confirm before execution" prompts to all automation
• Auto-log daily work to Google Sheets
• Instant alerts when bots fail
Priority 2: Launch New Automation
We're tackling multilingual content generation. Using Claude Code to simultaneously create English, Chinese, and Japanese versions from Korean product descriptions.
Priority 3: Document Everything
Automatic workflows currently live only in Bella's head. Time to write manuals: how Hamsters and Puppies operate, what to do when things break.
This Week in One Sentence
「Bots need care and feeding, just like people do.」