Codex is an AI-powered CLI tool that can help with complex debugging, code analysis, and technical questions. When you encounter difficult problems that would benefit from a second perspective or deep analysis, use Codex.
- Debugging subtle bugs (e.g., bitstream alignment issues, off-by-one errors)
- Analyzing complex algorithms against specifications
- Getting a detailed code review with specific bug identification
- Understanding obscure file formats or protocols
- When you've tried multiple approaches and are stuck
Codex works best with a file-based input/output pattern:
Write your question and all relevant context to /tmp/question.txt:
Write to /tmp/question.txt:
- Clear problem statement
- The specific error or symptom
- The relevant code (full functions, not snippets)
- What you've already tried
- Specific questions you want answered
Example structure:
I have a [component] that fails with [specific error].
Here is the full function:
```c
[paste complete code]
Key observations:
- [What works]
- [What fails]
- [When it fails]
Can you identify:
- [Specific question 1]
- [Specific question 2]
Please write a detailed analysis to /tmp/reply.txt
### Step 2: Invoke Codex
Use this command pattern:
```bash
cat /tmp/question.txt | codex exec -o /tmp/reply.txt --full-auto
Flags:
exec: Non-interactive execution mode (required for CLI use)-o /tmp/reply.txt: Write output to this file--full-auto: Run autonomously without prompts
Read /tmp/reply.txtCodex will provide detailed analysis. Evaluate its suggestions critically - it may identify real bugs but can occasionally misinterpret specifications.
# 1. Create the question
Write /tmp/question.txt with:
- Problem: "Progressive JPEG decoder fails at block 1477 with Huffman error"
- Code: [full AC refinement function]
- Questions: "Identify bugs in EOB handling, ZRL handling, run counting"
# 2. Invoke Codex
cat /tmp/question.txt | codex exec -o /tmp/reply.txt --full-auto
# 3. Read and apply
Read /tmp/reply.txt
# Codex identified 12 potential bugs with detailed explanations
# Evaluate each, verify against spec, apply fixes
-
Provide complete code: Don't truncate functions. Codex needs full context.
-
Be specific: "Why does this fail?" is worse than "Why does Huffman decoding fail after processing 1477 blocks in AC refinement scan?"
-
Include the spec: If debugging against a standard (JPEG, PNG, etc.), mention the relevant spec sections.
-
Verify suggestions: Codex is helpful but not infallible. In one session, it incorrectly identified the EOB run formula as buggy when it was actually correct. Always verify against authoritative sources.
-
Iterate if needed: If the first response doesn't solve the problem, create a new question.txt with additional context from what you learned.
"stdin is not a terminal": Use codex exec not bare codex
No output: Check that -o flag has a valid path
Timeout: For very complex questions, Codex may take time. The --full-auto flag helps avoid interactive prompts that would block.
For shorter questions:
echo "Explain the JPEG progressive AC refinement algorithm" | codex exec --full-autoBut for debugging, the file-based pattern is better because you can refine the question and keep a record.