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- 🎮 The Next Input — Issue #045
🎮 The Next Input — Issue #045
The AI That Monitors Your AI
Aaron Bost
September 02, 2025
In partnership with
⚡ The Briefing — 60 sec
AI tool in UK stroke centres helps half of patients recover. We love to see AI improving quality of life.
Australian businesses adopting AI at a rapid pace. Australia is officially done being a tech laggard.
Taco Bell rethinks AI at the drive-through. Maybe try AI Snoop Dogg next time 🤷.
🛠️ The Playbook — AI Ops Health Monitor
Mission Deploy a system-wide “health monitor” that checks AI workflows for uptime, latency, error rates, and compliance flags—pushing a single Slack report daily.
Difficulty Advanced | Build time 90 min
ROI Ops teams save ≈ 10–12 h/week on manual checks and catch failures earlier.
Step | Action |
|---|---|
1 | Trigger – Zapier Schedule → every morning 07:00. |
2 | Workflow Pings – Call health endpoints for AI services (Claude, GPT, Gemini). |
3 | Log Scraper – Pull past 24h error rates from BigQuery/CloudWatch. |
4 | Claude 3.5 Sonnet – Prompt: |
5 | Google Sheets – Append |
6 | Slack Digest – Post summary to #ops-daily with ✅/⚠/🚨 indicators. |
7 | Fail-safe – If a system doesn’t respond, flag “No Data – Check Manually.” |
Pro tip: Add a red/green “lights dashboard” in Looker Studio so execs can see at a glance which workflows are healthy.
🎯 The Arsenal — Tools & Prompts
Asset | What it does | Link |
|---|---|---|
Better Uptime | Pings AI endpoints with alerts. | |
CloudWatch Logs | Error/latency source of truth. | |
TrellisGuard | Compliance/risk detector for LLM outputs. | |
Prompt · Ops Health Report | Turns logs into a clear Slack update. |
Summarise 24h ops data. Output: uptime %, avg latency, top errors, anomalies vs baseline. Add emoji indicator.
💡 Free Office Hours
Need an AI ops health monitor or risk tracker?
Book a free 15-minute Office Hours slot—no sales pitch, just workflows solved.
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🕹️ Game Over
Automate one health check tonight—tomorrow’s ops sync will thank you.
Share your win; you could headline Issue #046.
— Aaron
Automating the boring. Amplifying the brilliant.
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