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Product Hunt
6/10

Outage Brake — Auto-failover for businesses running on AI APIs

A drop-in service that watches Anthropic, OpenAI, and Google status pages and, the moment Opus 5 starts erroring again, automatically reroutes your prompts to a backup model with a short context handoff — so your customer-facing chatbot never goes silent.

Target user

Operations leads at small and mid-sized businesses running AI in customer-facing workflows

Features
  • Real-time monitoring of major AI vendor status pages and live error rates
  • One-line middleware swap with a configurable fallback chain (Anthropic → OpenAI → Google)
  • Cost and quality guardrails so failover does not blow budget or degrade answers
  • Post-incident report showing what rerouted, what was lost, and customer impact
Why now

Anthropic's elevated-errors incident for Opus 5 is the latest reminder that even top-tier vendors fail; businesses that wired Claude into a chatbot or support flow had no Plan B during the outage.

Signals · overall 6/10
Demand
7/10

Real, documented Claude outages (e.g., June 2, 2026 global disruption via Outlook Business/ETV Bharat) hit 'thousands of developers and enterprise users' at peak hours, with multiple guides now published on building LLM fallback — confirming acute, recurring pain for customer-facing AI workflows.Claude Suffers Global Outage, Anthropic Works To Restore ServicesClaude AI Outage Resolved After Users Faced Issues Across Chatbot And API

Whitespace
2/10

Market is saturated — OpenRouter (300+ models, built-in failover/auto-router), Portkey (acquired by Palo Alto Networks, ships 'Automatic Failover & Error Handling'), LiteLLM, Martian, Helicone, Kong AI Gateway, Bifrost, and Flashback all offer status-page-driven multi-provider failover as core or add-on features.OpenRouter vs LiteLLM vs Portkey: Best LLM Gateway in 2026Unified LLM API with Automatic Failover & Error Handling

Monetization
4/10

Willingness to pay for gateways is proven (OpenRouter's 5.5% credit fee at scale, Portkey per-log pricing drove a Palo Alto Networks acquisition), but a standalone 'outage brake' SKU is a 1-line config option in existing gateways — hard to extract ARPU when OpenRouter/LiteLLM bundle failover for free.OpenRouter vs LiteLLM vs Portkey: Best LLM Gateway in 2026LiteLLM vs Portkey vs OpenRouter: LLM Gateway 2026 — AICraftGuide

Longevity
6/10

AI provider outages will remain chronic as long as frontier-model demand outruns capacity, keeping the need live; however, vendors are building native reliability (regional failover, prompt caching) and gateway consolidation is accelerating, which compresses the standalone opportunity over 3-5 years.Anthropic - Claude StatusBuild an LLM Fallback Chain: Multi-Provider Reliability Pattern 2026

Feasibility
9/10

Trivially buildable — status pages expose RSS/JSON feeds, SDK-level rerouting is a documented pattern in every gateway's docs, and open-source tutorials reproduce a multi-provider fallback chain in ~100 lines of Python; the low build barrier is precisely why so many competitors already ship it.Build an LLM Fallback Chain: Multi-Provider Reliability Pattern 2026Unified LLM API with Automatic Failover & Error Handling

OpenbaseProduct Hunt · 2026-07-26 (today)