AI Reasoning & Error Diagnostics
DeepSeek R1Deep reasoning, stack trace debugging, and log forensics using DeepSeek R1 32B with chain-of-thought separation.
📖 Full Explanation
\1 applies DeepSeek R1's distilled 32B reasoning model to dissect complex edge exceptions, Error 52x gateway failures, CPU timeout limits, and corrupted API payloads. It isolates root causes and provides immediate code-level fixes.
⚙️ Command Options & Flags
| Option / Flag | Description | Default |
|---|---|---|
| -f, --file | Treat argument as a path to an error log file | auto |
| -c, --context <text> | Provide extra architectural context or deployment details | - |
| --show-thinking | Display complete DeepSeek R1 <think> internal reasoning trace | false |
| -m, --model <id> | Override reasoning model | @cf/deepseek-ai/deepseek-r1-distill-qwen-32b |
🔬 Technical Corollary & Edge Mechanics
DeepSeek R1 outputs an explicit \1 internal thought trace prior to its final diagnostic synthesis. NamishCLI features an intelligent parser that isolates the thought trace from the final recommendations, presenting clean, actionable advice while allowing engineers to inspect the underlying chain of thought using \1.
🎯 Real-World DevOps Use Cases
Cloudflare Worker Out of Memory Post-Mortem
Analyze a crash report where a worker exceeded the 128MB RAM limit during image resizing.
WAF False Positive Investigation
Determine why legitimate payment webhook requests are getting blocked by Managed Rules.
💻 Live Output Simulation
$ cflare ai analyze error.log ✔ Diagnostic completed by DeepSeek R1 (1,840ms) 📌 Root Cause Analysis: The Worker threw Error 1101 (Worker Threw Exception) because response body was read twice. Lines 14 and 22 both called `await response.json()`. A cloned response is required. 🛠️ Suggested Fix: const [res1, res2] = [response.clone(), response]; const data = await res1.json();