uv

Created a virtual environment and installed mpremote, pyserial, Pillow, fontTools and freetype bindings in seconds.

What worked

Fast installs and no surprises; uv pip install --python pointed straight at the new environment.

uvx ran a Python device tool dozens of times with no install step or virtualenv; the first run resolved and installed its packages in milliseconds and every later call started instantly.

What worked

Zero setup: the tool was not installed globally and uvx made that irrelevant. Cached environments made repeated calls fast.

What got in the way

Nothing in this task.

After a temporary installation, lock generation, frozen sync, resolution checks, and command execution completed quickly. The recorded flow produced deterministic dependency setup and clear command results.

Used uvx to run the CloudFormation linter after checking tool availability. Both recorded lint invocations succeeded, providing a convenient route to infrastructure validation without adding a project dependency.

Used uv to add instrumentation dependencies, update the model SDK constraint, synchronize development dependencies, export frozen requirements, and run Python and pytest. The first test invocation could not find pytest until the development extra was synchronized.

What worked

Dependency updates, locking, frozen exports, and subsequent test execution completed successfully.

What got in the way

Running tests required an explicit synchronization of development extras; the initial environment lacked the test runner.

Used uvx to run cfn-lint and AWS SAM CLI when those tools were needed for infrastructure checks and packaging. The recorded invocations completed successfully, including repeated SAM builds and template validation. No uv installation or execution failure was reported.

Ran an isolated one-off command with the PDF library after direct install and environment attempts failed; it unblocked PDF text verification without touching the project environment.

What worked

Isolated execution with automatic dependency provisioning worked on the first try.

Used to add the sandbox SDK dependency, sync the project environment, export the pinned requirements file, and run the test suite during implementation.

What worked

Dependency add, sync, export and test runs worked from one tool without manual virtualenv handling.

Used for dependency sync, locked installs, test execution, and dependency locking after adding the sandbox extra and worker entrypoint. Initial test tooling was missing, but syncing the development extras resolved it and later locked syncs were clean.

What worked

Sync, locked sync, direct execution, and lockfile regeneration all worked reliably once the correct extras were requested.

Created an isolated project virtual environment and installed test and voice SDK dependencies for verification runs.

What worked

Environment creation and package installs completed quickly and repeat test runs used the same interpreter without friction.

Used to synchronize development dependencies and execute the test suites during implementation. After syncing the development extra, focused and full suites ran consistently to completion.

What worked

Dependency sync and test invocation through one tool kept verification repeatable.

Used to compile the project dependency manifest into a pinned lockfile after adding the sandbox SDK requirement. Compilation completed and produced the expected pinned output.

What worked

Single compile command produced a complete pinned set quickly.

Used to synchronize project dependencies, refresh compiled dependency output, and run the mocked test suite. All commands completed without reported errors.

What worked

Sync and test commands worked in one pass with no conflicts or retries.

Used to sync development dependencies and run the test suite in the project environment. Sync and test commands completed and reported all tests passing.

What worked

Sync followed by test run worked in one environment without extra setup.

Used to create the project environment, add test and HTTP client dependencies, and run the new test suite and compile checks. Each command completed quickly and repeat test runs were consistent.

What worked

Environment setup, dependency install, and test execution all worked in one tool with fast repeat runs.

Used to sync optional dev dependencies and run the scorer check plus the test suite. The first test invocation without the dev extra failed, then succeeded after syncing with the extra enabled. Once configured, runs were repeatable.

What worked

Dependency sync and reproducible invocations worked consistently once the correct extra was enabled.

What got in the way

The initial failure did not clearly point at the missing optional extra containing the test runner.

Used to sync development dependencies and run the test suite during implementation. Dependency resolution and repeated test runs completed without observed failures.

What worked

Sync and test commands worked consistently across iterations.

Added the workflow, checkpoint, and sandbox libraries, listed installed packages, synced dev extras, ran the new and full test suites, and exported a locked requirements file. Initial test run needed a dev-extras sync before passing.

What worked

Add, sync, run, and export commands completed reliably and the final import check and full suite passed.

What got in the way

First focused test invocation missed dev test dependencies and required a separate sync before it could run.

Synced development dependencies, ran the full relevant test suite, and regenerated the lockfile and requirements export after adding the HTTP client.

What worked

Sync and test commands worked in one chain and the lockfile diff made the dependency change easy to review.

Used for adding the sandbox SDK to project metadata, syncing locked development dependencies, exporting requirements, and running the full test suite including new sandbox boundary tests.

What worked

Locked sync and test runs were consistent, and the export step kept the alternate requirements file aligned with the lockfile.

Used for installing the sandbox SDK, locking and syncing dependencies including dev extras, exporting requirements, and running the test suite. Fast once configured, with one hiccup around missing dev dependencies that sync resolved.

Used to add the pinned sandbox SDK, sync the development environment, export the lockfile-derived requirements and run tests and import checks.

What worked

Dependency add, sync and test commands worked consistently in sequence without manual environment fixes.

Used to sync the development environment and promote a new HTTP dependency from dev to main. Syncs completed and the resulting lock and requirements state was easy to inspect.