10x

https://github.com/0xCrunchyy/10x

[{"step":1,"action":"Install and configure 10x. Run `pip install 10x-agent` and set up your BYOK credentials (e.g., Azure OpenAI key or local model path).","tip":"Use `10x --setup` to auto-detect your project structure and suggest optimal model routing."},{"step":2,"action":"Define the task scope. Use the prompt template to specify the [TASK], [MODEL_PREFERENCE], [LANGUAGE], and [CRITERIA]. For complex tasks, break it into subtasks.","tip":"Include constraints like 'avoid breaking changes' or 'optimize for readability' to guide the agent."},{"step":3,"action":"Execute the task. Run `10x --task \"[YOUR_PROMPT]\"` in your terminal. Monitor the agent's progress in real-time via the CLI output or dashboard.","tip":"Use `10x --watch` to stream logs and catch errors early. For large projects, limit the scope to a specific directory (e.g., `10x --task \"refactor\" --path src/`)."},{"step":4,"action":"Validate and iterate. Review the output, run tests, and use 10x's built-in tools (e.g., linters, unit tests) to ensure quality. Refine the task prompt if needed.","tip":"Leverage 10x's self-hosting feature to run validation in an isolated environment (e.g., Docker container) for consistency."},{"step":5,"action":"Integrate and deploy. Merge the changes, update documentation, and deploy to staging/production. Use 10x's CI/CD hooks to automate future tasks.","tip":"Enable 10x's 'auto-commit' mode to push changes directly to a feature branch after validation."}]