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OQP – A verification protocol for AI agents

  • Hacker News

As AI agents autonomously write and deploy code, there's no standard for verifying that what they shipped actually satisfies business requirements. OQP is an attempt to define that standard. It's MCP-compatible and defines four core endpoints: - GET /capabilities — what can th...

  • Published: Apr 13, 2026
  • First seen: Apr 13, 2026
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AI Summary

As AI agents autonomously write and deploy code, there's no standard for verifying that what they shipped actually satisfies business requirements. OQP is an attempt to define that standard. It's MCP-compatible and defines four core endpoints: - GET /capabilities — what can th...

Best for

Teams evaluating AI product workflows / Builders comparing emerging tools / Operators tracking early category shifts

Why it matters

Primary discovery source is Hacker News.

Key Features

  • Primary public product URL is https://github.com/OranproAi/open-qa-protocol.
  • Description: As AI agents autonomously write and deploy code, there's no standard for verifying that what they shipped actually satisfies business requirements. OQP is an attempt to define that standard. It's MCP-compatible and de....
  • GitHub repository is linked as oranproai/open-qa-protocol.
  • Listed on Hacker News as "OQP – A verification protocol for AI agents".
  • Source description: As AI agents autonomously write and deploy code, there's no standard for verifying that what they shipped actually satisfies business requirements. OQP is an attempt to define that standard. It's MCP-compatible and de....

Use Cases

  • Primary discovery source is Hacker News.
  • A public GitHub repo is available for direct technical review.
  • Hacker News mention is recent (2026-04-13).
  • Primary public product URL is https://github.com/OranproAi/open-qa-protocol.
  • Description: As AI agents autonomously write and deploy code, there's no standard for verifying that what they shipped actually satisfies business requirements. OQP is an attempt to define that standard. It's MCP-compatible and de....

Why Now

OQP – A verification protocol for AI agents is appearing on fresh discovery surfaces, so it is worth reviewing while momentum is still forming. Confidence is currently medium (49/100), so treat this as an early signal rather than a settled trend.

Community Signals

Trend score

2.5

24h momentum

Rising

Hacker News points

6

Rising

Facts / Signals / Inference / Unknowns

Facts

  • Listed on Hacker News as "OQP – A verification protocol for AI agents".
  • Source description: As AI agents autonomously write and deploy code, there's no standard for verifying that what they shipped actually satisfies business requirements. OQP is an attempt to define that standard. It's MCP-compatible and de....
  • Source publish date is 2026-04-13.
  • Description: As AI agents autonomously write and deploy code, there's no standard for verifying that what they shipped actually satisfies business requirements. OQP is an attempt to define that standard. It's MCP-compatible and de....
  • GitHub repository is linked as oranproai/open-qa-protocol.
  • Primary public product URL is https://github.com/OranproAi/open-qa-protocol.

Signals

  • Hacker News mention is recent (2026-04-13).
  • A public GitHub repo is available for direct technical review.
  • Primary discovery source is Hacker News.

Inference

  • Public code access can lower evaluation friction for developer audiences.

Unknowns

  • Documentation is not explicitly linked in the current allowed evidence set.
  • No tagline is stored on the current product record.
  • Pricing details are not explicitly linked in the current allowed evidence set.
  • Recent changelog or release history is not explicitly linked in the current allowed evidence set.
  • Release cadence cannot be confirmed unless a changelog or release link is explicitly provided.

Evidence Snapshots

OQP – A verification protocol for AI agents

Listed on Hacker News as "OQP – A verification protocol for AI agents".

OQP – A verification protocol for AI agents GitHub repository

GitHub repository is linked as oranproai/open-qa-protocol.

OQP – A verification protocol for AI agents official profile

Primary public product URL is https://github.com/OranproAi/open-qa-protocol.

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Original Sources

Hacker News