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Agent that refuses to run commands without human approval

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In light of recent news about an agent deleting a production database, I thought now would be a good time to share this.As the use of AI tools in production is becoming more common, sadly so will the high profile incidents like the one mentioned.Fewshell is a terminal agent specifically designed to avoid this.There is no setting to enable command auto-approval. This is by-design, so that the user never has to second-guess or worry about accidentally having it enabled.Originally my intention was to build an AI mobile terminal to make typing shell commands easy. But with so many mobile-enabled 'claw' agents being available, I decided to make Fewshell the opposite of an autonomous agent.Please star if you like, let me know what you think. Happy to answer questions.About me: I'm an ex Amazon Sr. SDE for Alexa AI, and currently am working in AI safety research for agentic RLVR. I use this tool to run and check on my lab experiments.

HN · launched Apr 30, 2026 · 12 upvotes (top 36%) · 0 views

Niche: ai agent guardrail software · 201 launches, 25 in the last 7 days ▲ +25% · Explore this niche →

Category and tags

  • Horizontal
  • Agent / copilot
  • Developer
  • AI-native
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

Yes It is a CLI wrapper around LLM execution that intercepts proposed terminal commands and presents an interactive human-in-the-loop approval prompt before execution.

Discussion

5 comments analyzed.

Concerns raised: Sandboxing insufficient for agents needing legitimate write access (payments, DB), Per-command approval removes 90% of agent benefits, Approval prompts cause decision fatigue similar to dialog box clicking, Agents will inevitably make mistakes with production access, Risk of catastrophic failures if agent has too many permissions/tool integrations

Feature requests: Access control layer between permission grant and execution, Automatic thresholds/circuit breakers to trip on risky actions, Sandboxed/isolated environments with data replication instead of direct access

Competitors

Other products that read as similar to this one : 610 launches clear the similarity bar, closest 8 shown.

Attention rank: #262 of 611 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 177 days after the earliest competitor.

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