The Problem
Coding agents hallucinate outdated APIs and deprecated methods because they lack access to current documentation and changelogs.
How Scavio Helps
- Real-time documentation lookup for accurate code generation
- Deprecation notice detection before suggesting outdated APIs
- Changelog awareness for version-specific code suggestions
- Reduced hallucination rate in generated code
- Structured results ready for agent consumption at $0.005/query
Relevant Platforms
Web search with knowledge graph, PAA, and AI overviews
Quick Start: Python Example
Here is a quick example searching Google for "langchain v0.3 migration guide breaking changes 2026":
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 AI engineering teams building coding assistants and copilots
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your ai coding agent web grounding solution. The API returns structured JSON that is ready for processing, analysis, or feeding into AI agents.
Start with the free tier (250 credits/month, no credit card required) and scale to paid plans when you need higher volume.