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iFixAi

Independent auditing of AI agents to uncover misalignment

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iFixAi is an independent auditor helping companies assess whether they can trust their AI agents. Unlike relying solely on evals and observability tools, its multifaceted audit includes 250 inspections across 69 categories of AI misalignment, combining AI red teaming, operational assurance, and philosophical, ethical, and sociological perspectives. It identifies failures under testing, explains their business implications, and provides evidence engineers can use to investigate and fix them.

PH · launched Sep 29, 2026 · 345 upvotes (top 1%) · 1 view

Niche: ai agent evaluation platforms · 182 launches, 8 in the last 7 days ▼ -50% · Explore this niche →

Category and tags

  • Horizontal
  • Observability & eval
  • B2B
  • AI-native
  • Commercial product
  • API
  • Developer Tools
  • Artificial Intelligence

Visit website ↗ Source listing ↗

Could you build this?

Partial Building a reporting dashboard or automated red-teaming test harness is straightforward, but developing 250 validated inspection criteria across 69 alignment and operational assurance categories requires specialized AI safety research and compliance expertise.

What it would actually take: The system requires an adversarial evaluation framework that runs multi-turn jailbreaks, prompt injections, and alignment stress-tests against target agents. The hard part is the domain expertise required to author, calibrate, and benchmark hundreds of red-teaming vectors and operational assurance tests that yield statistically significant misalignment diagnostics rather than generic eval summaries.

Competitors

Other products that read as similar to this one : 777 launches clear the similarity bar, closest 8 shown.

Attention rank: #3 of 778 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 335 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.