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AI Automation Safety Briefing
Monthly report + 25-point audit kit for AI automation safety
Your AI automation works today. But models get shut down (two this month), vendors change pricing, and prompt injection is real. Members get a 25-point audit kit — kill-switch SOP, rollback checklist, auto-scoring workbook — plus a 5-minute monthly briefing on what changed, mapped to the checklist. Built by an AI-governance research shop (16+ open papers, 7 US patent applications pending) that runs this discipline on its own production systems. Free 25-question sample on the store.
Hi Product Hunt! I research AI governance (16+ open papers, 7 US patent applications pending) and run every automation in my own company under a stop/undo/prove discipline. This kit is that discipline, packaged for small teams running chatbots, agents, or automated workflows.
The free sample is the full 25 questions. The membership adds pass criteria, templates (kill-switch SOP, incident log, rollback checklist), an auto-scoring workbook, and a monthly briefing. This month's briefing alone flags two model shutdowns (Aug 23 and 26) and a +50% intro-price reversion (Aug 31).
Ask me anything about kill switches, abstain gates, or rollback design — happy to go deep on the machinery.
About AI Automation Safety Briefing on Product Hunt
“Monthly report + 25-point audit kit for AI automation safety”
AI Automation Safety Briefing was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #4 on the daily leaderboard. Your AI automation works today. But models get shut down (two this month), vendors change pricing, and prompt injection is real. Members get a 25-point audit kit — kill-switch SOP, rollback checklist, auto-scoring workbook — plus a 5-minute monthly briefing on what changed, mapped to the checklist. Built by an AI-governance research shop (16+ open papers, 7 US patent applications pending) that runs this discipline on its own production systems. Free 25-question sample on the store.
On the analytics side, AI Automation Safety Briefing competes within Newsletters, SaaS and Artificial Intelligence — topics that collectively have 531.6k followers on Product Hunt. The dashboard above tracks how AI Automation Safety Briefing performed against the three products that launched closest to it on the same day.
Who hunted AI Automation Safety Briefing?
AI Automation Safety Briefing was hunted by Taiko TOEDA. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AI Automation Safety Briefing including community comment highlights and product details, visit the product overview.
Taiko TOEDA