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Show HN: DumbDetector – Community signals for AI tool problems

DumbDetector, a new community-driven platform, launched to aggregate anonymous reports of quality drops, errors, or instability in AI tools, monitoring products from Anthropic, OpenAI, GitHub, Google, Cognition, Perplexity AI, SpaceXAI, DeepSeek, and Microsoft. The service groups reports into 15-minute windows, blocks duplicates, and flags status changes when report volume deviates from normal patterns, positioning itself as a community signal rather than a vendor-confirmed incident tracker.

read1 min views2 publishedSep 3, 2026
Show HN: DumbDetector – Community signals for AI tool problems
Image: source

CC↗Insufficient dataUpdated Sep 3, 2026, 1:50 PM UTC

Claude Code

Anthropic · Coding agents

1 reports in the last 24hView details

Community AI radar

See when an unusual number of people report quality drops, errors or instability in AI agents and assistants.

No login2 clicksAnonymous report

Monitored now

Status calculated from reports submitted by the community.

Anthropic · Coding agents

OpenAI · Coding agents

Anysphere · IDEs

GitHub · Coding agents

Google · Coding agents

Cognition · IDEs

Google · IDEs

Cognition · Coding agents

OpenAI · Assistants

Anthropic · Assistants

Google · Assistants

Perplexity AI · Search

SpaceXAI · Assistants

DeepSeek · Assistants

Microsoft · Assistants

No product found.

Signal, not a verdict

Choose the AI tool and main problem. No login or free text.

We group anonymous reports into 15-minute windows and block duplicates.

The status updates when report volume departs from its usual pattern.

Community signal, not a vendor-confirmed incident.

source & further reading
dumbdetector.net — original article
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