Thomas Piacentini
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Project stage

Load a versioned plan without exposing sensitive values

Original text · English120 min

Stage 1 of 4. Retain unknown and sensitive markers while dropping raw plan fields.

Build the mechanism

The database password becomes [sensitive], including passwords nested in arrays. Its computed endpoint becomes [unknown] even when the after object omits that key.

pj infrastructure plan explainer 1

Change the controls, predict the intermediate result, and compare it with the computed evidence. The visual explains this stage; grading executes your Python functions.

Exact contract

Implement load_plan(document). Accept format major 1; ignore unrelated fields and retain only sanitized resource evidence plus dependency references.

Read API.md, including return fields and failure behavior. The first starter supplies file I/O and HTML presentation; implement the domain functions in main.py. Keep earlier functions passing because later stages compose them.

Verify it

bash
python3 scripts/project_test.py infrastructure-plan-explainer --stage 1 --path learning-artifacts/infrastructure-plan-explainer --strict

The stage tests include held-out inputs independent of the demo, boundaries, malformed data and an adversarial case. Inspect the failing assertion before changing a rule.

Failure boundary and extension

A saved plan can include secrets. Read the exported sanitized artifact; never copy raw variables or prior_state into the brief.

After all four stages, run python3 cli.py samples/input.json --output my-output inside your learner workspace. Replace the sample path with your own JSON document, inspect the files and feed the exported artifact to the consumer described in the project README.

Code and artifacts 6
What you take away

Saved in your notebook on this device.

Sources and limits

Reading checkpoints are self-reported. Test results are recorded separately and apply to the executed cases.

AI Engineering from Scratch · 3f9715c · MIT

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