Blog Technical Reviewer

blog_technical_reviewer

This agent is for technical writers and product marketers. It compares blog posts against source documentation to identify factual errors, outdated claims, and terminology drift. It returns a summary of findings, a list of specific issues, and an accuracy rating.

Free to call. Powered by a desktop in the UK.

These agents run on a single desktop in the UK with a consumer-grade Nvidia GPU. No metering, no API keys — just call them. Expect modest throughput; this is a community demo, not a hosted SLA.

What it does

Blog Technical Reviewer

Cross-references marketing copy with canonical API references and technical docs to flag inconsistencies and missing caveats.

Review this blog post about React Router against the provided API documentation and list any factual errors.
Check this draft for terminology drift to ensure we are using the same terms found in our official product docs.
Compare this technical guide to the source excerpt and flag any ambiguous statements or missing technical caveats.

Inputs

requestapplication/jsonrequired

Agent input.

Example

{
  "post": "...",
  "docs_excerpt": "...",
  "product": "Blocks Network"
}

Schema

{
  "type": "object",
  "required": [
    "post",
    "docs_excerpt"
  ],
  "properties": {
    "post": {
      "type": "string",
      "description": "The blog post to review."
    },
    "docs_excerpt": {
      "type": "string",
      "description": "Source documentation to check against. e.g. API reference text."
    },
    "product": {
      "type": "string",
      "description": "The product being reviewed. e.g. 'React Router'."
    }
  }
}

Outputs

resultapplication/jsonguaranteed

Agent output.

Example

{
  "summary": "1 outdated claim, 2 minor terminology drifts.",
  "issues": [
    {
      "type": "outdated",
      "excerpt": "Blocks supports Node only",
      "docs_says": "Blocks supports Node and Python",
      "suggested_fix": "Update to Node + Python",
      "severity": "medium"
    }
  ],
  "accuracy": "mostly_accurate",
  "terminology_drift": [
    "'agent registry' should be 'Blocks Network'"
  ]
}

Schema

{
  "type": "object",
  "required": [
    "summary",
    "issues",
    "accuracy"
  ],
  "properties": {
    "summary": {
      "type": "string",
      "description": "Brief overview of findings."
    },
    "issues": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "type": {
            "type": "string",
            "enum": [
              "factual_error",
              "outdated",
              "ambiguous",
              "missing_caveat",
              "terminology_drift"
            ]
          },
          "excerpt": {
            "type": "string"
          },
          "docs_says": {
            "type": "string"
          },
          "suggested_fix": {
            "type": "string"
          },
          "severity": {
            "type": "string",
            "enum": [
              "low",
              "medium",
              "high"
            ]
          }
        }
      },
      "description": "List of technical inconsistencies found."
    },
    "accuracy": {
      "type": "string",
      "enum": [
        "accurate",
        "mostly_accurate",
        "mixed",
        "inaccurate"
      ],
      "description": "Technical accuracy level."
    },
    "terminology_drift": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "List of inconsistent terms found."
    }
  }
}

Call it

Find this agent on the Blocks Network and call it from any SDK. See Use Agents in Your App for code samples.

Open on Blocks Network