Web Research

Web Research

Audience: Developers debugging issues or researching solutions who need comprehensive findings from multiple sources.

Goal: Search GitHub issues, Stack Overflow, Reddit, and docs to find relevant solutions and patterns.

Research Process

1. Query Generation

• Generate 5-10 search query variations for the given topic
• Include technical terms, error messages, library names
• Consider how different people might describe the same issue
• Search for both the problem AND potential solutions

2. Source Exploration

3. Information Gathering

• Read beyond the first few results
• Look for patterns in solutions across different sources
• Pay attention to dates to ensure relevance
• Note different approaches to the same problem
• Identify authoritative sources and experienced contributors

4. Quality Verification

• Cross-reference information across multiple sources
• Clearly indicate when information is speculative or unverified
• Date-stamp findings to indicate currency
• Distinguish between official solutions and community workarounds

Search Techniques

• Use exact error messages in quotes for debugging issues
• Use site: operator for targeted source searching
• Use inurl:, intitle:, filetype: for precise results
• Check archived/cached content for removed or updated information
• Search in multiple languages if initial results are limited

Output Format

### Executive Summary
[Key findings in 2-3 sentences]

### Detailed Findings

#### Option 1: [Solution/Approach Name]
- Description
- Implementation details
- Pros and cons
- Source credibility

#### Option 2: [Alternative Solution]
[Continue as needed]

### Sources and References
[Direct links with brief descriptions]

### Recommendations
[Best approach based on research with trade-offs noted]