chore(release): updates for pre 0.2.1 release

- version 0.2.0 stays unchanged.

Author: dengqiaoyu

.pre-commit-config.yaml

@@ -62,7 +62,7 @@ repos:
         language: system
         entry: end-of-file-fixer
         types: [text]
-        exclude: ^\.codegenius/learnings\.md$
+        exclude: ^\.codegenius/
 
       - id: check-yaml
         name: check yaml
@@ -174,7 +174,7 @@ repos:
         language: system
         entry: mdformat --number
         files: \.(md)$
-        exclude: ^(CHANGELOG\.md|\.codegenius/learnings\.md)$
+        exclude: ^(CHANGELOG\.md$|\.codegenius/)
         args: [
             --number, # Force 1., 2., 3. instead of all 1.
             --wrap=keep, # Preserve existing line breaks
@@ -255,7 +255,7 @@ repos:
         language: system
         entry: pymarkdown --disable-rules MD013,MD024 scan
         files: \.(md)$
-        exclude: ^\.codegenius/learnings\.md$
+        exclude: ^\.codegenius/
 
   # ----------------------------------------------------------------------------
   # 3.5 Lint Shell Script (bashate)

AGENTS.md

@@ -17,6 +17,12 @@
 - `pytest -n auto path/to/test.py` — run a test file
 - `pytest path/to/test.py::test_name` — run a single test
 
+## uv usage
+
+Always pass `--no-sync` to `uv run`: `uv run --no-sync --active …`.
+
+`uv run` implicitly syncs the active project to its default-groups before running, which re-resolves dependencies and can clobber a venv's group-pinned packages — e.g. the torch pin in `.venv-lowest-torch`/`.venv-highest-torch` gets re-anchored back to the default torch. Our Make targets always prepare the environment first via `use_env`/`setup_env.sh`, so by the time `uv run` executes the deps are already correct. A `uv run` invocation should be a read-only run of a command in that prepared env, never a dependency mutation — `--no-sync` enforces that.
+
 ## Editing Guidelines
 
 - Use `@path` to reference small files (loaded into every session automatically).

CONTRIBUTING.md

@@ -69,6 +69,7 @@ Before pushing your changes, run these locally:
 - `make check` — full lint and `mypy` type-check pass
 - `make test` — full test suite (parallelized with `pytest-xdist`)
 - `make test-fast` — excludes tests marked `@pytest.mark.slow` for quicker iteration
+- `make test-smoke` — builds the package, installs it into a clean environment, and verifies that imports plus basic quantization and palettization work end to end
 
 A clean `make check` and `make test` are required before a pull request will be reviewed.
 

Makefile

@@ -3,7 +3,9 @@
 # Use of this source code is governed by a BSD-3-Clause license that can
 # be found in the LICENSE file or at https://opensource.org/licenses/BSD-3-Clause
 
-.PHONY: _maybe_patch_pyproject all api-list build check clean distclean distclean-all docs docs-clean docs-open env env-all env-docs env-highest-torch env-latest-coreai env-tutorial set-auto-venv test test-coreai-compression test-cov test-export test-fast test-highest-pytorch test-lowest-pytorch test-slow version
+.PHONY: _maybe_patch_pyproject all api-list build check clean distclean distclean-all docs docs-clean docs-open env env-all env-docs env-highest-torch env-tutorial set-auto-venv test test-cov test-fast test-highest-pytorch test-lowest-pytorch test-slow test-smoke test-tutorials version
+
+SHELL := /bin/bash
 
 # Directory holding this Makefile, derived from its own location so the same
 # recipes work in both contexts:
@@ -161,7 +163,7 @@ endif
 # =============================================================================
 
 # Default target - run full workflow
-all: clean distclean-all env-all check test-export test-lowest-pytorch test-highest-pytorch build
+all: clean distclean-all env-all check test-lowest-pytorch test-highest-pytorch build
 
 # =============================================================================
 # Environment Setup
@@ -177,10 +179,6 @@ env-highest-torch: _maybe_patch_pyproject
 	@$(SETUP_ENV) --venv $(VENV_HIGHEST_TORCH) --python-version $(PYTHON_VERSION) --with-highest_tested_torch
 	@$(call write_active_venv,$(VENV_HIGHEST_TORCH))
 
-# Set up development environment with latest CoreAI for export testing
-env-latest-coreai: _maybe_patch_pyproject
-	@$(SETUP_ENV) --venv .venv_latest_coreai --python-version $(PYTHON_VERSION) --with-latest-coreai --without-stable-coreai
-
 # Set up environment for running tutorials (quantization notebook)
 env-tutorial: _maybe_patch_pyproject
 	@$(SETUP_ENV) --venv $(VENV_TUTORIAL) --python-version $(PYTHON_VERSION) --with-tutorial
@@ -198,7 +196,7 @@ env-all: _maybe_patch_pyproject
 
 # Build package
 build:
-	@$(call use_env,VENV) && uv run --active python $(SCRIPTS)/make/build.py
+	@$(call use_env,VENV) && uv run --no-sync --active python $(SCRIPTS)/make/build.py
 
 # =============================================================================
 # Code Quality
@@ -207,13 +205,13 @@ build:
 # Print public API surface (symbols declared in __all__ across all public packages).
 # Pass MODULE= to inspect a single module: make api-list MODULE=coreai_opt.quantization.spec.spec
 api-list:
-	@$(call use_env,VENV) && uv run --active python $(SCRIPTS)/make/print_api_list.py $(MODULE)
+	@$(call use_env,VENV) && uv run --no-sync --active python $(SCRIPTS)/make/print_api_list.py $(MODULE)
 
 # Run linting and type checking.
 check:
 	@$(call use_env,VENV) && \
 	echo "Running linting and formatting checks..." && \
-	uv run --active pre-commit run --all-files && \
+	uv run --no-sync --active pre-commit run --all-files && \
 	echo "All checks passed!"
 
 # =============================================================================
@@ -236,20 +234,19 @@ test-fast:
 test-slow:
 	@$(MAKE) test PYTEST_ARGS="--marker slow"
 
-# Run export tests with latest CoreAI (pass PYTEST_ARGS for custom flags)
-test-export: env-latest-coreai
-	@$(SCRIPTS)/make/run_tests_on_latest_coreai.sh --path tests/export/ $(PYTEST_ARGS)
-
-# Run coreai compression tests with latest CoreAI (pass PYTEST_ARGS for custom flags)
-test-coreai-compression: env-latest-coreai
-	@$(SCRIPTS)/make/run_tests_on_latest_coreai.sh --path tests/coreai_utils/ $(PYTEST_ARGS)
+# Run smoke tests only (pass PYTEST_ARGS for custom flags, e.g., make test-smoke PYTEST_ARGS="--junitxml=results.xml").
+test-smoke:
+	@$(call use_env,VENV) && \
+	echo "Running smoke tests..." && \
+	uv run --no-sync --active nox -f $(MAKEFILE_DIR)ci/nox/noxfile.py -s smoke_tests -- $(PYTEST_ARGS) && \
+	echo "All smoke tests passed!"
 
 # Run tests on lowest supported PyTorch version (pass PYTEST_ARGS for custom flags)
 test-lowest-pytorch:
 	@echo "Running tests on lowest PyTorch version supported..."
-	@$(call use_env,VENV_LOWEST_TORCH,--with-lowest_tested_torch --without-stable-coreai) && \
+	@$(call use_env,VENV_LOWEST_TORCH,--with-lowest_tested_torch) && \
 		echo "Testing with lowest supported PyTorch versions" && \
-		uv run --active python $(SCRIPTS)/make/log_versions.py && \
+		uv run --no-sync --active python $(SCRIPTS)/make/log_versions.py && \
 		$(RUN_TESTS) $(PYTEST_ARGS) && \
 		echo "All tests passed!"
 
@@ -258,10 +255,17 @@ test-highest-pytorch:
 	@echo "Running tests on highest PyTorch version supported..."
 	@$(call use_env,VENV_HIGHEST_TORCH,--with-highest_tested_torch) && \
 		echo "Testing with latest supported PyTorch versions" && \
-		uv run --active python $(SCRIPTS)/make/log_versions.py && \
+		uv run --no-sync --active python $(SCRIPTS)/make/log_versions.py && \
 		$(RUN_TESTS) $(PYTEST_ARGS) && \
 		echo "All tests passed!"
 
+# Run tutorial notebook tests
+test-tutorials:
+	@$(call use_env,VENV_TUTORIAL,--with-tutorial --with-test) && \
+	echo "Running tutorial notebook tests..." && \
+	$(RUN_TESTS) --path $(DOCS_DIR)/tests/test_tutorials.py $(PYTEST_ARGS) && \
+	echo "All tutorial tests passed!"
+
 # =============================================================================
 # Maintenance
 # =============================================================================
@@ -288,7 +292,7 @@ set-auto-venv:
 
 # Show current version
 version:
-	@python -c "exec(open('./src/coreai_opt/_about.py').read()); print(__version__)"
+	@python -c "exec(open('$(MAKEFILE_DIR)src/coreai_opt/_about.py').read()); print(__version__)"
 
 # =============================================================================
 # Documentation
@@ -316,7 +320,7 @@ endif
 	@echo "==> [4/5] Setting up docs environment" && \
 		$(call use_env,VENV_DOCS,--with-docs) && \
 		echo "==> [5/5] Building documentation" && \
-		cd $(DOCS_DIR) && uv run --active sphinx-build -E -b html src build/html
+		cd $(DOCS_DIR) && uv run --no-sync --active sphinx-build -E -b html src build/html
 ifndef _DOCS_ALL
 	@echo ""
 	@echo "════════════════════════════════════════════════════════════════════"

agents/llm-first-principles.md

@@ -9,6 +9,7 @@ Behavioral guidelines to reduce common LLM coding mistakes. Merge with project-s
 - [3. Surgical Changes](#3-surgical-changes)
 - [4. Goal-Driven Execution](#4-goal-driven-execution)
 - [Success Indicators](#success-indicators)
+- [References](#references)
 
 ## 1. Think Before Coding
 
@@ -78,3 +79,7 @@ These principles are working when:
 - Diffs contain fewer unrelated changes.
 - Fewer rewrites stem from overcomplication.
 - Clarifying questions arrive before mistakes, not after.
+
+## References
+
+The principles above are adapted from Andrej Karpathy's coding guidance, via the [andrej-karpathy-skills](https://github.com/multica-ai/andrej-karpathy-skills) project (MIT License).

ci/__init__.py

@@ -0,0 +1,4 @@
+# Copyright 2026 Apple Inc.
+#
+# Use of this source code is governed by a BSD-3-Clause license that can
+# be found in the LICENSE file or at https://opensource.org/licenses/BSD-3-Clause

ci/nox/__init__.py

@@ -0,0 +1,4 @@
+# Copyright 2026 Apple Inc.
+#
+# Use of this source code is governed by a BSD-3-Clause license that can
+# be found in the LICENSE file or at https://opensource.org/licenses/BSD-3-Clause

ci/nox/merge_pytest_results.py

@@ -0,0 +1,109 @@
+#!/usr/bin/env python3
+
+# Copyright 2026 Apple Inc.
+#
+# Use of this source code is governed by a BSD-3-Clause license that can
+# be found in the LICENSE file or at https://opensource.org/licenses/BSD-3-Clause
+
+"""Merge multiple pytest JUnit XML result files into a single file.
+
+This script is used in CI to combine session-specific pytest results
+(e.g., pytest-results-3.10.xml, pytest-results-3.11.xml) into a single
+pytest-results.xml file.
+
+Usage:
+    python merge_pytest_results.py [--input-dir DIR] [--output FILE] [--pattern PATTERN]
+
+Examples:
+    python merge_pytest_results.py --input-dir results --output combined.xml
+"""
+
+import argparse
+import logging
+import sys
+from pathlib import Path
+
+from junitparser import JUnitXml
+
+# Configure logging
+logging.basicConfig(
+    level=logging.INFO,
+    format="%(levelname)s: %(message)s",
+)
+
+
+def merge_junit_xml_files(
+    input_dir: str = "test-results",
+    output_file: str = "test-results/pytest-results.xml",
+    pattern: str = "pytest-results-*.xml",
+) -> bool:
+    """Merge multiple JUnit XML files into a single file.
+
+    Args:
+        input_dir: Directory containing the XML files to merge
+        output_file: Path to the output merged XML file
+        pattern: Glob pattern for matching input files
+
+    Returns:
+        True if merge was successful, False otherwise
+    """
+    input_path = Path(input_dir)
+    xml_files = list(input_path.glob(pattern))
+
+    if not xml_files:
+        logging.info(f"No files matching '{pattern}' found in {input_dir}, nothing to merge")
+        return True
+
+    logging.info(f"Found {len(xml_files)} XML files to merge:")
+    for f in sorted(xml_files):
+        logging.info(f"  - {f}")
+
+    merged = JUnitXml()
+    for xml_file in sorted(xml_files):
+        try:
+            merged += JUnitXml.fromfile(str(xml_file))
+        except Exception as e:
+            logging.error(f"Error parsing {xml_file}: {e}")
+            return False
+
+    output_path = Path(output_file)
+    output_path.parent.mkdir(parents=True, exist_ok=True)
+    merged.write(str(output_path))
+
+    logging.info(f"Successfully merged into {output_file}")
+    return True
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(
+        description="Merge multiple pytest JUnit XML result files into a single file."
+    )
+    parser.add_argument(
+        "--input-dir",
+        default="test-results",
+        help="Directory containing XML files to merge (default: test-results)",
+    )
+    parser.add_argument(
+        "--output",
+        default="test-results/pytest-results.xml",
+        help="Output file path (default: test-results/pytest-results.xml)",
+    )
+    parser.add_argument(
+        "--pattern",
+        default="pytest-results-*.xml",
+        help="Glob pattern for input files (default: pytest-results-*.xml)",
+    )
+
+    args = parser.parse_args()
+
+    success = merge_junit_xml_files(
+        input_dir=args.input_dir,
+        output_file=args.output,
+        pattern=args.pattern,
+    )
+
+    return not success
+
+
+if __name__ == "__main__":
+    sys.exit(main())