I will diagnose and stabilize an existing Python, API, AI/LLM, or Windows automation workflow that is failing, unreliable, or difficult to operate.
Suitable for:
• Python or Node.js scripts
• API integrations and web automation
• AI/LLM pipelines and quality-control workflows
• Windows and PowerShell automation
• Data-processing and FFmpeg-based workflows
The base package includes:
• Review of the provided code, logs, and reproduction steps
• Root-cause diagnosis
• One scoped fix for one clearly defined issue
• Validation against the agreed expected behavior
• A concise change summary and short operating notes
The base price covers up to 4 hours of work. If the issue cannot be safely fixed within that scope, I will provide a documented diagnosis, identified limitations, and recommended next steps instead of making risky or unverified changes.
Before ordering, please send the expected behavior, current error, relevant logs, environment details, and available test access.
New systems, major rewrites, paid infrastructure, and third-party service costs are not included in the base package and require a separate agreement.
Please message me before ordering so I can confirm the scope.
