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Scavio for Cloudflare Postmortem Analysis

When Cloudflare, Vercel, or another core dependency causes a multi-day block, a scripted analysis pipeline collects status pages, Reddit threads, X posts, and Google News to reconstruct the timeline and blast radius.

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The Problem

In 2026 a 3-day Cloudflare block took down thousands of sites and incident retros had to be assembled from scattered status pages, HN threads, and rumor. Engineering leaders want a repeatable postmortem collection pipeline so the next incident has a shared factual baseline within hours.

How Scavio Helps

  • Auto-collects status page snapshots, HN, Reddit, and news
  • Timeline reconstruction ready for exec briefings
  • Blast-radius estimate via cross-source mention counting
  • Reusable pipeline across any vendor incident
  • Exportable to Notion, Linear, or Jira as an incident ticket

Relevant Platforms

Google

Web search with knowledge graph, PAA, and AI overviews

Reddit

Community, posts & threaded comments from any subreddit

YouTube

Video search with transcripts and metadata

Quick Start: Python Example

Here is a quick example searching Google for "cloudflare outage november 2026 postmortem":

Python
import requests

API_KEY = "your_scavio_api_key"

response = requests.post(
    "https://api.scavio.dev/api/v1/search",
    headers={
        "x-api-key": API_KEY,
        "Content-Type": "application/json",
    },
    json={"query": query},
)

data = response.json()
for result in data.get("organic_results", [])[:5]:
    print(f"{result['position']}. {result['title']}")
    print(f"   {result['link']}\n")

Built for SREs, incident commanders, engineering leaders, infrastructure teams

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your cloudflare postmortem analysis solution. The API returns structured JSON that is ready for processing, analysis, or feeding into AI agents.

Start with the free tier (50 credits on signup, no credit card required) and scale to paid plans when you need higher volume.

Frequently Asked Questions

When Cloudflare, Vercel, or another core dependency causes a multi-day block, a scripted analysis pipeline collects status pages, Reddit threads, X posts, and Google News to reconstruct the timeline and blast radius. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For cloudflare postmortem analysis, use the Google Search, reddit, YouTube Search endpoints. Each request costs 1 credit.

Yes. Scavio handles all the infrastructure — proxies, rate limits, CAPTCHAs, and anti-bot detection. Paid plans support up to 100K+ credits/month with priority support and higher rate limits.

Absolutely. Scavio integrates with LangChain, CrewAI, LlamaIndex, AutoGen, and any framework that can make HTTP requests. Build an agent that searches, analyzes, and acts on cloudflare postmortem analysis data automatically.

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Google API

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Reddit API

Community, posts & threaded comments from any subreddit

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YouTube API

Video search with transcripts and metadata

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Scrape Google with Python

Python tutorial for Google

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Build Your Cloudflare Postmortem Analysis Solution

50 free credits on signup. No credit card required. Start building with Google, Reddit, YouTube data today.

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