Rename Python package from autopr to codeflow_engine and add Architecture Decision Records by Copilot · Pull Request #98 · JustAGhosT/autopr-engine

Copilot · 2025-12-08T18:06:39Z

Renamed the Python package from autopr to codeflow_engine throughout the codebase to align with the project's naming conventions, and added comprehensive Architecture Decision Records (ADRs) to document key technology choices.

Changes

Package Structure

Renamed autopr/ directory to codeflow_engine/
Updated pyproject.toml: package declaration, entry points, plugins, coverage paths, isort config
Updated setup.py: entry points and package data

Import Refactoring

Replaced 697+ import statements: from autopr.* → from codeflow_engine.*
Updated dynamic imports in string literals (module paths, logger names)
Fixed test mocking/patching references
Updated Alembic migration imports

Code Example

# Before
from autopr.engine import AutoPREngine
from autopr.config import AutoPRConfig

# After
from codeflow_engine.engine import AutoPREngine
from codeflow_engine.config import AutoPRConfig

Architecture Decision Records Added

Created comprehensive ADRs to document architecture decisions that were never formally recorded:

ADR-0019: Python-Only Architecture - Documents the actual Python-only implementation with comprehensive evaluation of alternatives including Rust (via PyO3/maturin for performance-critical components), C# (.NET 8+ hybrid architecture), Go (for microservices), and polyglot approaches. Includes detailed separation of concerns strategies, migration paths with decision tree, and concrete code examples. Explains why Python-only was chosen and how to migrate to Rust when performance optimization is needed.
ADR-0020: Package Naming Convention - Documents the autopr → codeflow_engine rename with complete migration guide, backward compatibility strategy, and rationale for the dual naming approach (CLI vs package).
ADR-0021: Repository Structure - Full evaluation of monorepo vs multi-repo strategy with recommendation to split into 3-4 focused repositories (core engine, UI, infrastructure, templates). Includes detailed 12-week implementation plan, coordination strategy, and success metrics.
ADR Index - Created comprehensive navigation guide (docs/adr/README.md) for all 21 architecture decisions with status tracking and quick reference.
Updated Status - Marked ADR-0001 (Hybrid C#/Python Architecture) as superseded and ADR-0002 (gRPC Communication) as deprecated to reflect actual implementation.

Separation of Concerns

ADR-0019 demonstrates how separation of concerns is achieved in the Python-only architecture through:

Layered Architecture: Clear domain, application, infrastructure, and presentation layers
Domain-Driven Design: Bounded contexts, dependency inversion, repository pattern
Plugin System: Extensibility via autopr.* plugin namespaces
Type Safety: Pydantic v2 models enforce contracts at module boundaries
Microservices-Ready: Each bounded context can be extracted as independent service

Backward Compatibility

Configuration files remain autopr.yaml / autopr.yml
Plugin namespaces unchanged (autopr.actions, autopr.integrations, etc.)

Original prompt

This section details on the original issue you should resolve

<issue_title>Python Package Rename</issue_title>
<issue_description>Rename autopr_engine → codeflow_engine
Refactor imports globally.
Update pyproject, setup.cfg, init files.</issue_description>

Comments on the Issue (you are @copilot in this section)

Fixes Python Package Rename #92

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coderabbitai · 2025-12-08T18:06:57Z

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codacy-production · 2025-12-08T18:07:33Z

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codacy-production · 2025-12-08T18:07:33Z

Codacy's Analysis Summary

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118 duplications

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…ow_engine Co-authored-by: JustAGhosT <[email protected]>

Co-authored-by: JustAGhosT <[email protected]>

JustAGhosT · 2025-12-08T18:24:12Z

@copilot ADD DOCS ON ALL ADR'S WE NEVER CREATED. SOME TECH CHOICES MIGHT BE DIFFERENT WHEN WE CONSIDER IT IN DEFAULT, THEN INCLUDE A SHORT MIGRATION SUMMARY IN THE ADR. also add an adr on repo structure, planning to split itinto at least v3 repos, but evluat eit with a full adr

… structure - ADR-0019: Python-Only Architecture (supersedes ADR-0001) - Documents actual implementation vs proposed hybrid C#/Python - Includes migration summary and rationale - Details tech stack: Python 3.12+, FastAPI, PostgreSQL, Redis - ADR-0020: Package Naming Convention (codeflow_engine) - Documents autopr → codeflow_engine rename - Includes migration guide and backward compatibility - Explains dual naming (CLI vs package) - ADR-0021: Repository Structure and Multi-Repo Strategy - Evaluates monorepo vs splitting into 3-4 repos - Recommends split: core, ui, infrastructure, templates - Includes detailed implementation plan and timeline - Updated ADR-0001 and ADR-0002 status to superseded/deprecated - Added comprehensive ADR index/README for navigation Co-authored-by: JustAGhosT <[email protected]>

Copilot · 2025-12-08T18:30:58Z

@copilot ADD DOCS ON ALL ADR'S WE NEVER CREATED. SOME TECH CHOICES MIGHT BE DIFFERENT WHEN WE CONSIDER IT IN DEFAULT, THEN INCLUDE A SHORT MIGRATION SUMMARY IN THE ADR. also add an adr on repo structu...

Added comprehensive ADRs in commit 38829af:

ADR-0019: Python-Only Architecture - Documents the actual Python-only implementation and explains why the originally proposed hybrid C#/Python architecture (ADR-0001) was not pursued. Includes detailed tech stack (Python 3.12+, FastAPI, PostgreSQL, Redis) and migration summary.

ADR-0020: Package Naming Convention - Documents the autopr → codeflow_engine rename with a complete migration guide, backward compatibility strategy, and rationale for the dual naming approach (CLI vs package).

ADR-0021: Repository Structure - Full evaluation of monorepo vs multi-repo strategy with recommendation to split into 3-4 focused repositories (core engine, UI, infrastructure, templates). Includes detailed implementation plan with 12-week timeline, coordination strategy, and success metrics.

Also updated ADR-0001 and ADR-0002 to mark them as superseded/deprecated, and created a comprehensive ADR index (docs/adr/README.md) for easy navigation of all 21 architecture decisions.

JustAGhosT · 2025-12-08T19:08:54Z

@copilot you didnt even consider rust. sure python only is the best option. consider separat. and no c#? consider separation of concens etc

… of concerns - Added comprehensive alternatives evaluation section comparing: * Python-only (chosen) * Rust for performance-critical components (PyO3/maturin) * C# (.NET 8+) hybrid architecture * Go for microservices * Polyglot microservices approach - Each option includes: * Technology stack details * Pros and cons analysis * Separation of concerns strategy * Decision rationale - Added detailed "Separation of Concerns in Python" section showing: * Layered architecture (domain, application, infrastructure layers) * Domain-Driven Design principles (bounded contexts, dependency inversion) * Plugin architecture for extensibility * Repository and service patterns * Module independence and microservices-ready design - Expanded migration path with 4 detailed options: * Option A: Gradual Python optimization (Cython, PyPy) * Option B: Rust extensions via PyO3 (recommended for CPU-bound work) * Option C: C# microservices (for complex business logic) * Option D: Full polyglot microservices - Added decision tree for migration path selection - Included concrete Rust integration example with code samples - Explained why Rust is preferred over C#/Go for performance extensions - Added references for Rust, C#, Go, and architecture patterns - Demonstrated that separation of concerns is achieved through design patterns, not just language choice Co-authored-by: JustAGhosT <[email protected]>

Copilot · 2025-12-08T19:13:49Z

@copilot you didnt even consider rust. sure python only is the best option. consider separat. and no c#? consider separation of concens etc

Expanded ADR-0019 in commit 1b28109 to include comprehensive evaluation of alternatives:

Rust (Option 2): Full evaluation of Rust + Python hybrid via PyO3/maturin, including performance benefits, memory safety, and concrete migration path with code examples. Identified as the recommended path for CPU-bound optimization.

C# (Option 3): Complete assessment of C# (.NET 8+) hybrid architecture, including pros/cons and why it wasn't chosen despite being proposed in ADR-0001.

Go (Option 4): Evaluated Go for microservices approach.

Separation of Concerns: Added detailed section demonstrating how Python-only achieves this through:

Layered architecture (domain/application/infrastructure layers)
Domain-Driven Design (bounded contexts, dependency inversion, repository pattern)
Plugin system and clear module boundaries
Type safety via Pydantic v2

The ADR now includes a decision tree for choosing migration paths and explains that separation of concerns is achieved through software design patterns, not language choice. Rust is positioned as the preferred option for performance-critical extensions when needed.

codacy-production · 2025-12-08T19:14:23Z

docs/adr/0002-grpc-communication.md

-Proposed
+**Deprecated** (Related to ADR-0001 which was superseded)
+
+This ADR was proposed for cross-language communication in a hybrid C#/Python architecture, but was never implemented. The project uses Python-only architecture (see [ADR-0019](0019-python-only-architecture.md)), eliminating the need for cross-language communication.


Codacy found an issue: Expected: 80; Actual: 266

codacy-production · 2025-12-08T19:14:24Z

docs/ai_enhanced_file_splitter/README.md

@@ -19,8 +19,8 @@ The file splitter is included with the AutoPR system. No additional installation
 ## Quick Start

 ```python
-from autopr.actions.ai_linting_fixer.file_splitter import FileSplitter, SplitConfig
-from autopr.ai.core.providers.manager import LLMProviderManager
+from codeflow_engine.actions.ai_linting_fixer.file_splitter import FileSplitter, SplitConfig


Codacy found an issue: Expected: 80; Actual: 92

codacy-production · 2025-12-08T19:14:25Z

docs/adr/README.md

+
+### Error Handling & Reliability
+
+- [ADR-0009: Error Handling Strategy](0009-error-handling-strategy.md) - **Status: Accepted**


Codacy found an issue: Expected: 80; Actual: 93

codacy-production · 2025-12-08T19:14:25Z

docs/adr/README.md

+
+### Data & Deployment
+
+- [ADR-0011: Data Persistence Strategy](0011-data-persistence-strategy.md) - **Status: Accepted**


Codacy found an issue: Expected: 80; Actual: 97

codacy-production · 2025-12-08T19:14:26Z

docs/adr/0021-repository-structure.md

+- Clone time: Under 2 minutes for any single repo
+- Test execution: Under 10 minutes for affected tests
+- Release frequency: Each component can release independently
+- Developer onboarding: New developers can work on single component without full codebase


Codacy found an issue: Expected: 80; Actual: 89

codacy-production · 2025-12-08T19:14:27Z

docs/adr/0021-repository-structure.md

+
+## References
+
+- Monorepo vs Multi-Repo: https://monorepo.tools/


Codacy has a fix for the issue: Bare URL used

Suggested change

- Monorepo vs Multi-Repo: https://monorepo.tools/

- Monorepo vs Multi-Repo: <https://monorepo.tools/>

codacy-production · 2025-12-08T19:14:28Z

docs/adr/0021-repository-structure.md

+- Smallest repositories
+
+**Cons:**
+- Coordination nightmare


Codacy has a fix for the issue: Lists should be surrounded by blank lines

Suggested change

- Coordination nightmare

- Coordination nightmare

codacy-production · 2025-12-08T19:14:28Z

docs/adr/0020-package-naming.md

+
+- **Python Package**: `codeflow_engine` (snake_case for Python convention)
+- **PyPI Distribution**: `codeflow-engine` (kebab-case for package managers)
+- **CLI Tools**: `autopr`, `autopr-server`, `autopr-worker`, `autopr-migration` (maintained for backward compatibility)


Codacy found an issue: Expected: 80; Actual: 119

codacy-production · 2025-12-08T19:14:29Z

docs/ai_enhanced_file_splitter/USER_GUIDE.md

@@ -9,8 +9,8 @@ The AI Enhanced File Splitter is a sophisticated tool that intelligently splits
 ### Basic Usage

 ```python
-from autopr.actions.ai_linting_fixer.file_splitter import FileSplitter, SplitConfig
-from autopr.ai.core.providers.manager import LLMProviderManager
+from codeflow_engine.actions.ai_linting_fixer.file_splitter import FileSplitter, SplitConfig


Codacy found an issue: Expected: 80; Actual: 92

codacy-production · 2025-12-08T19:14:30Z

docs/adr/0020-package-naming.md

+
+- PEP 8 - Style Guide for Python Code: https://peps.python.org/pep-0008/
+- Python Packaging User Guide: https://packaging.python.org/
+- Semantic Versioning: https://semver.org/


Codacy has a fix for the issue: Bare URL used

Suggested change

- Semantic Versioning: https://semver.org/

- Semantic Versioning: <https://semver.org/>

codacy-production · 2025-12-08T19:14:30Z

docs/adr/README.md

+
+## What is an ADR?
+
+An Architecture Decision Record (ADR) captures an important architectural decision made along with its context and consequences. ADRs help teams:


Codacy found an issue: Expected: 80; Actual: 145

codacy-production · 2025-12-08T19:14:31Z

docs/adr/0021-repository-structure.md

+
+## Recommendation
+
+**Choose Option 2**: Split into 3-4 core repositories for optimal balance between independence and coordination.


Codacy found an issue: Expected: 80; Actual: 112

codacy-production · 2025-12-08T19:14:32Z

docs/adr/0021-repository-structure.md

+└── workspace.json
+```
+
+**Decision**: Not chosen because it doesn't solve clone size, access control, or technology heterogeneity issues.


Codacy found an issue: Expected: 80; Actual: 113

codacy-production · 2025-12-08T19:14:32Z

docs/adr/0020-package-naming.md

+- **PyPI Distribution**: `codeflow-engine` (kebab-case for package managers)
+- **CLI Tools**: `autopr`, `autopr-server`, `autopr-worker`, `autopr-migration` (maintained for backward compatibility)
+- **Configuration Files**: `autopr.yaml`, `autopr.yml` (maintained for backward compatibility)
+- **Plugin Namespaces**: `autopr.actions`, `autopr.integrations`, `autopr.llm_providers` (maintained for backward compatibility)


Codacy found an issue: Expected: 80; Actual: 128

codacy-production · 2025-12-08T19:14:33Z

docs/adr/README.md

+### Technology Stack (As Implemented)
+
+The project uses a **Python-only architecture** (ADR-0019):
+- Python 3.12+ with type hints and Pydantic v2


Codacy has a fix for the issue: Lists should be surrounded by blank lines

Suggested change

- Python 3.12+ with type hints and Pydantic v2

- Python 3.12+ with type hints and Pydantic v2

codacy-production · 2025-12-08T19:14:34Z

docs/adr/0021-repository-structure.md

+### Shared Tooling
+
+Maintain shared configurations in a `codeflow-shared` repository:
+- Linting configs (ESLint, Ruff, Prettier)


Codacy has a fix for the issue: Lists should be surrounded by blank lines

Suggested change

- Linting configs (ESLint, Ruff, Prettier)

- Linting configs (ESLint, Ruff, Prettier)

codacy-production · 2025-12-08T19:14:35Z

docs/adr/0021-repository-structure.md

+## References
+
+- Monorepo vs Multi-Repo: https://monorepo.tools/
+- Google's Monorepo Experience: https://cacm.acm.org/magazines/2016/7/204032-why-google-stores-billions-of-lines-of-code-in-a-single-repository/


Codacy has a fix for the issue: Bare URL used

Suggested change

- Google's Monorepo Experience: https://cacm.acm.org/magazines/2016/7/204032-why-google-stores-billions-of-lines-of-code-in-a-single-repository/

- Google's Monorepo Experience: <https://cacm.acm.org/magazines/2016/7/204032-why-google-stores-billions-of-lines-of-code-in-a-single-repository/>

codacy-production · 2025-12-08T19:14:35Z

docs/adr/0021-repository-structure.md

+
+### Current Repository Structure
+
+```


Codacy found an issue: Fenced code blocks should have a language specified

codacy-production · 2025-12-08T19:14:36Z

docs/adr/0021-repository-structure.md

+Split into many small, focused repositories.
+
+**Proposed Structure:**
+- codeflow-engine-core


Codacy has a fix for the issue: Lists should be surrounded by blank lines

Suggested change

- codeflow-engine-core

- codeflow-engine-core

codacy-production · 2025-12-08T19:14:37Z

docs/adr/0021-repository-structure.md

+
+## Context
+
+The codeflow-engine project has grown significantly and now encompasses multiple distinct concerns:


Codacy found an issue: Expected: 80; Actual: 99

codacy-production · 2025-12-08T19:14:37Z

docs/adr/0021-repository-structure.md

+### Rationale
+
+1. **Clear Boundaries**: The proposed split aligns with natural team and technology boundaries
+2. **Manageable Complexity**: 3-4 repos is manageable without excessive coordination overhead


Codacy found an issue: Expected: 80; Actual: 93

codacy-production · 2025-12-08T19:14:38Z

docs/adr/README.md

+
+### Core Architecture
+
+- [ADR-0001: Hybrid C#/Python Architecture](0001-hybrid-csharp-python-architecture.md) - **Status: Superseded by ADR-0019**


Codacy found an issue: Expected: 80; Actual: 123

codacy-production · 2025-12-08T19:14:38Z

docs/adr/0021-repository-structure.md

+
+- Monorepo vs Multi-Repo: https://monorepo.tools/
+- Google's Monorepo Experience: https://cacm.acm.org/magazines/2016/7/204032-why-google-stores-billions-of-lines-of-code-in-a-single-repository/
+- Git Filter-Repo: https://github.com/newren/git-filter-repo


Codacy has a fix for the issue: Bare URL used

Suggested change

- Git Filter-Repo: https://github.com/newren/git-filter-repo

- Git Filter-Repo: <https://github.com/newren/git-filter-repo>

codacy-production · 2025-12-08T19:14:39Z

docs/adr/README.md

+  - **Supersedes ADR-0001**: Documents the actual Python-only implementation
+  - Includes migration summary explaining why hybrid approach wasn't implemented
+
+- [ADR-0021: Repository Structure and Monorepo vs Multi-Repo](0021-repository-structure.md) - **Status: Proposed**


Codacy found an issue: Expected: 80; Actual: 114

codacy-production · 2025-12-08T19:14:40Z

docs/AI_ENHANCED_FILE_SPLITTER_SUMMARY.md

@@ -167,7 +167,7 @@ preserve_imports: bool = True         # Preserve import statements in all compon
 ### Basic Usage

 ```python
-from autopr.actions.ai_linting_fixer.file_splitter import FileSplitter, SplitConfig
+from codeflow_engine.actions.ai_linting_fixer.file_splitter import FileSplitter, SplitConfig


Codacy found an issue: Expected: 80; Actual: 92

chatgpt-codex-connector · 2025-12-08T19:21:18Z

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Initial plan

490d283

Copilot AI assigned Copilot and JustAGhosT Dec 8, 2025

Copilot started work on behalf of JustAGhosT December 8, 2025 18:07 View session

Copilot AI and others added 5 commits December 8, 2025 18:14

Rename package directory and update all imports from autopr to codefl…

48a44cd

…ow_engine Co-authored-by: JustAGhosT <[email protected]>

Fix test references to use codeflow_engine instead of autopr

780c310

Co-authored-by: JustAGhosT <[email protected]>

Update documentation to use codeflow_engine imports

82e5efa

Co-authored-by: JustAGhosT <[email protected]>

Fix sys.path reference to use codeflow_engine instead of autopr

56cfd27

Co-authored-by: JustAGhosT <[email protected]>

Update string references to use codeflow_engine in loggers and tests

3f1dd7a

Co-authored-by: JustAGhosT <[email protected]>

Copilot AI changed the title ~~[WIP] Rename autopr_engine to codeflow_engine and refactor imports~~ Rename Python package from autopr to codeflow_engine Dec 8, 2025

Copilot AI requested a review from JustAGhosT December 8, 2025 18:23

Copilot finished work on behalf of JustAGhosT December 8, 2025 18:23

Copilot started work on behalf of JustAGhosT December 8, 2025 18:24 View session

Copilot AI changed the title ~~Rename Python package from autopr to codeflow_engine~~ Rename Python package from autopr to codeflow_engine and add Architecture Decision Records Dec 8, 2025

Copilot finished work on behalf of JustAGhosT December 8, 2025 18:32

Copilot started work on behalf of JustAGhosT December 8, 2025 19:09 View session

codacy-production bot reviewed Dec 8, 2025

View reviewed changes

Copilot finished work on behalf of JustAGhosT December 8, 2025 19:15

JustAGhosT marked this pull request as ready for review December 8, 2025 19:21

JustAGhosT merged commit 58d30b9 into main Dec 8, 2025
7 of 8 checks passed

JustAGhosT deleted the copilot/rename-autopr-engine branch December 8, 2025 19:23


		### Error Handling & Reliability

		- [ADR-0009: Error Handling Strategy](0009-error-handling-strategy.md) - Status: Accepted


		### Data & Deployment

		- [ADR-0011: Data Persistence Strategy](0011-data-persistence-strategy.md) - Status: Accepted


		## References

		- Monorepo vs Multi-Repo: https://monorepo.tools/

	- Monorepo vs Multi-Repo: https://monorepo.tools/
	- Monorepo vs Multi-Repo: <https://monorepo.tools/>

	- Semantic Versioning: https://semver.org/
	- Semantic Versioning: <https://semver.org/>


		## What is an ADR?

		An Architecture Decision Record (ADR) captures an important architectural decision made along with its context and consequences. ADRs help teams:


		## Recommendation

		Choose Option 2: Split into 3-4 core repositories for optimal balance between independence and coordination.

	- Python 3.12+ with type hints and Pydantic v2

	- Python 3.12+ with type hints and Pydantic v2

	- Linting configs (ESLint, Ruff, Prettier)

	- Linting configs (ESLint, Ruff, Prettier)

	- Google's Monorepo Experience: https://cacm.acm.org/magazines/2016/7/204032-why-google-stores-billions-of-lines-of-code-in-a-single-repository/
	- Google's Monorepo Experience: <https://cacm.acm.org/magazines/2016/7/204032-why-google-stores-billions-of-lines-of-code-in-a-single-repository/>


		## Context

		The codeflow-engine project has grown significantly and now encompasses multiple distinct concerns:


		### Core Architecture

		- [ADR-0001: Hybrid C#/Python Architecture](0001-hybrid-csharp-python-architecture.md) - Status: Superseded by ADR-0019

	- Git Filter-Repo: https://github.com/newren/git-filter-repo
	- Git Filter-Repo: <https://github.com/newren/git-filter-repo>

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Changes

Package Structure

Import Refactoring

Code Example

Architecture Decision Records Added

Separation of Concerns

Backward Compatibility

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