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CROCODE ACADEMY / CA10

AI for developers: code, testing and technical review

Build and review a prototype with sources, structured outputs and tests. Learn to assess changes against evidence and recognize when human review is needed.

Duration
24 live hours + 8 project hours
Format
Live online + asynchronous project
Level
Intermediate / technical

Request a proposalPricing based on scope and group

A proposal for your team. Dates, facilitator, pricing and terms are agreed before booking.

Who it is for

Developers, software engineers and QA professionals who can already read functions, JSON and basic tests.

What you need

Ability to read code, functions, JSON and basic tests. A computer with Python 3.11 or later and an editor. The core lab works without a paid AI account.

A computer, stable connection and authorized access to agreed tools. Any required paid licenses are specified before booking.

LEARNING PATH

What you will practice.

Blocks combine explanation, practice and review. Scheduling is agreed for each course.

  1. 014 h

    Problem, boundaries and acceptance criteria

    Scope a need, distinguish assistance from authorization and define evidence for accepting an outcome.

  2. 026 h

    Context and assisted development

    Write specifications and instructions, review small changes and document criteria and test cases.

  3. 036 h

    Integration and structured outputs

    Separate data, transport and rules. Validate structure and sources, practice errors with a simulated transport and review an optional API.

  4. 044 h

    Testing and response evaluation

    Prepare edge cases, detect regressions and check support for individual claims. Distinguish simulation from real-model evaluation.

  5. 054 h

    Technical review and handover

    Check boundaries and traceability. Demonstrate valid and invalid cases and document prototype scope.

  6. 068 h

    Assessed asynchronous project

    Implement a small improvement, run tests, conduct peer review and deliver code, evidence and documentation.

EVIDENCE OF LEARNING

The result gets reviewed.

Project assessed out of 100 points: correctness (30), verification (25), reproducibility (20), controls and limitations (15), and handover (10). Satisfactory from 70/100, with at least half the points in correctness and verification. Eight three-hour live sessions plus eight project hours.

Included in the program

  • Practice guide and work templates.
  • Support during exercises and review of a final activity.
  • A Crocode participation certificate recording completed hours.

The participation certificate requires at least 80% live attendance and project submission, recording completed hours. Practice uses synthetic data. The simulator does not measure real-model quality. Live API access and usage are optional and agreed before use. Production deployment and vendor certification are outside the program scope.

CA10 / CROCODE ACADEMY

Let’s talk about your team.

Your proposal identifies the facilitator, dates, participants, scope, price and taxes. Enrollment is confirmed once the course terms are accepted.