🧹 Remove deployment issue file - moved to GitHub issues

The content was meant for a GitHub issue, not a repo file.
Issue should be created at: https://github.com/USERNAME/TinyTorch/issues/new

DEPLOYMENT_SYSTEM_ISSUE.md

@@ -1,204 +0,0 @@
-# Issue: Implement TinyTorch Educational Deployment System
-
-## 🎯 **Overview**
-
-Implement a deployment system for TinyTorch that allows instructors to generate and distribute student versions of modules while maintaining the existing development workflow.
-
-## 📋 **Requirements**
-
-### **Core Functionality**
-- [ ] Generate student versions (NotImplementedError stubs) from instructor modules
-- [ ] Generate solution versions (complete implementations) for catch-up
-- [ ] Progressive git-based release system for controlled timing
-- [ ] Preserve existing NBDev development workflow (no breaking changes)
-
-### **Command Structure**
-Add new commands to `bin/tito.py`:
-
-```bash
-# Deploy student exercises (clean stubs)
-tito deploy student --module tensor --target-repo student-repo/
-tito deploy student --all --target-repo student-repo/
-
-# Deploy solutions for catch-up
-tito deploy solutions --module tensor --target-repo student-repo/
-tito deploy solutions --all --target-repo student-repo/
-
-# Release management
-tito release --tag week5-tensor-solutions --message "Release tensor solutions"
-```
-
-## 🏗️ **Architecture Design**
-
-### **Preserve Existing Workflow**
-- ✅ Keep current development in `modules/{name}/{name}_dev.py`
-- ✅ Keep current NBDev export with `#| export` and `#| hide` directives
-- ✅ Keep current `tito sync`, `tito test`, `tito info` commands unchanged
-- ✅ Additive approach - no breaking changes
-
-### **New Components**
-```
-TinyTorch/
-├── bin/tito.py              # Extended with deploy commands
-├── deployment/              # New deployment system
-│   ├── generators/
-│   │   ├── student.py      # Generate student stubs
-│   │   └── solutions.py    # Generate solution releases
-│   ├── packagers/
-│   │   ├── git.py          # Git-based distribution
-│   │   └── archive.py      # Zip/tar distribution
-│   └── templates/          # Output templates
-└── student-repo/           # Generated student materials (git-ignored)
-```
-
-## 🔧 **Implementation Details**
-
-### **Student Version Generation**
-```python
-def generate_student_version(module_name):
-    """
-    Process module_dev.py to create student exercises:
-    1. Keep function signatures and docstrings
-    2. Replace implementations with NotImplementedError
-    3. Keep TODO instructions and hints
-    4. Generate test cells that handle NotImplementedError gracefully
-    """
-    pass
-```
-
-### **Solution Version Generation**
-```python
-def generate_solution_version(module_name):
-    """
-    Process module_dev.py to create solution release:
-    1. Include complete implementations from #|hide cells
-    2. Remove #|hide directives (make everything visible)
-    3. Keep all working code and tests
-    """
-    pass
-```
-
-### **Git-Based Release System**
-```python
-def deploy_to_repo(content, target_repo, commit_message):
-    """
-    Deploy generated content to student repository:
-    1. Copy generated notebooks to target repo
-    2. Git add, commit, and tag
-    3. Optionally push to remote
-    """
-    pass
-```
-
-## 🎓 **User Workflows**
-
-### **Instructor Workflow**
-1. **Setup**: Fork/clone TinyTorch repo (complete instructor version)
-2. **Development**: Use existing workflow (`modules/{name}/{name}_dev.py`)
-3. **Weekly Release**: 
-   ```bash
-   # Week 3: Release tensor exercises
-   tito deploy student --module tensor --target-repo student-repo/
-   tito release --tag week3-tensor --message "Release tensor exercises"
-   
-   # Week 5: Release tensor solutions + autograd exercises
-   tito deploy solutions --module tensor --target-repo student-repo/
-   tito deploy student --module autograd --target-repo student-repo/
-   tito release --tag week5-tensor-solutions-autograd
-   ```
-
-### **Student Workflow**
-1. **Setup**: `git clone https://github.com/Course/TinyTorch-Student-Fall2024`
-2. **Weekly Updates**: `git pull origin main` (gets new exercises/solutions)
-3. **Work**: Edit notebooks, implement functions, run tests
-4. **Catch-up**: Solutions automatically available when instructor releases
-
-## ✅ **Acceptance Criteria**
-
-### **Functional Requirements**
-- [ ] Generate clean student notebooks with NotImplementedError stubs
-- [ ] Generate complete solution notebooks from instructor versions
-- [ ] Deploy to git repository with proper commits and tags
-- [ ] Handle multiple modules and batch operations
-- [ ] Preserve all existing TinyTorch development workflows
-
-### **Quality Requirements**
-- [ ] Generated student code fails gracefully with helpful error messages
-- [ ] Generated solution code passes all existing tests
-- [ ] Git operations are atomic (all-or-nothing)
-- [ ] Clear error messages for common failure cases
-- [ ] Documentation for instructor setup and usage
-
-### **Technical Requirements**
-- [ ] Use existing NBDev infrastructure where possible
-- [ ] Minimal dependencies (leverage existing tooling)
-- [ ] Cross-platform compatibility (Unix/Windows)
-- [ ] Configurable output formats (notebook, Python, both)
-
-## 📝 **Implementation Tasks**
-
-### **Phase 1: Core Generation**
-- [ ] Implement student version generator (NotImplementedError stubs)
-- [ ] Implement solution version generator (complete implementations)
-- [ ] Add basic `tito deploy student` and `tito deploy solutions` commands
-- [ ] Test with existing setup module
-
-### **Phase 2: Git Integration**
-- [ ] Implement git repository deployment
-- [ ] Add `tito release` command with tagging
-- [ ] Handle batch operations (`--all` flag)
-- [ ] Add target repository configuration
-
-### **Phase 3: Polish & Documentation**
-- [ ] Comprehensive error handling and user feedback
-- [ ] Configuration file support for default settings
-- [ ] Complete documentation with examples
-- [ ] Integration tests with real student workflow
-
-## 🧪 **Testing Strategy**
-
-### **Unit Tests**
-- [ ] Test student stub generation from instructor code
-- [ ] Test solution generation preserves functionality
-- [ ] Test git operations (commit, tag, push)
-- [ ] Test error handling for malformed inputs
-
-### **Integration Tests**
-- [ ] End-to-end instructor workflow
-- [ ] End-to-end student workflow
-- [ ] Multi-module deployment scenarios
-- [ ] Git repository state validation
-
-### **Manual Testing**
-- [ ] Real course scenario with multiple modules
-- [ ] Student experience validation
-- [ ] Instructor release workflow validation
-
-## 📚 **Documentation Requirements**
-
-- [ ] **Instructor Guide**: Setup, development, and release workflows
-- [ ] **Student Guide**: Getting started and update procedures  
-- [ ] **Technical Docs**: Command reference and configuration options
-- [ ] **Examples**: Sample module showing before/after transformation
-
-## 🎯 **Success Metrics**
-
-- Instructors can generate and release student materials in < 5 minutes
-- Students can update to latest materials with single `git pull`
-- Zero breaking changes to existing TinyTorch development workflow
-- Solution releases allow students to catch up and continue with next modules
-
-## 💡 **Future Enhancements** (Out of Scope)
-
-- Web-based course management interface
-- Automated grading integration
-- Student progress analytics
-- Integration with course management systems (Canvas, etc.)
-- Pip-installable TinyTorch package with remote module pulling
-
----
-
-**Priority**: High
-**Estimated Effort**: 2-3 weeks
-**Dependencies**: Current NBDev educational setup (completed)
-**Assignee**: TBD