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  • A data document beside a thermometer and magnifying glass, representing checks before displaying an API temperature.
    Software Development

    Your API returned 200 OK. Check the value and unit before displaying it

    / October 29, 2026

    A successful request can still contain data your screen should reject. Practise Python checks for zero, missing values, number types and temperature units.

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  • A data-table tile beside a magnifying glass and calculator, representing checking records before calculating an average.
    Software Development

    Before you average a CSV: check missing values and duplicate rows with pandas

    / October 28, 2026

    Check repeated rows, missing values and valid zeroes before calculating a CSV average with pandas. Includes a seven-row exercise and a reusable calculation note.

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  • A browser panel with code brackets, a bug, version-control branches and an open book.
    Career & Professional Development,  Software Development

    How to start a career in tech engineering: choose a route and build evidence

    / October 19, 2026

    Compare engineering routes through small tasks, then build a software project you can explain, test and change, including when you use AI.

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  • Three progressively smaller programming windows connected to a stop symbol, with a trace worksheet and a return arrow.
    Software Development

    JavaScript recursion stuck? Trace the work left before changing the code

    / October 16, 2026

    A stopping condition is only useful when each recursive call moves towards it. Practise with a small JavaScript example and a reusable trace sheet.

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  • Code brackets beside an evidence notebook, a magnifying glass and linked observation cards.
    Software Development,  Tech & Cybersecurity

    Before asking AI to fix it again, write a debugging evidence note

    / October 14, 2026

    Turn repeated AI fixes into a focused investigation with a reading-list example and a reusable debugging evidence note.

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  • An open code notebook beside learning blocks and a gold compass.
    Career & Professional Development,  Productivity & Collaboration,  Software Development

    How to mentor junior developers when AI can finish the task for them

    / October 13, 2026

    A practical mentoring session that checks understanding, makes questions easier to ask and builds independent problem-solving.

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  • Code brackets under a magnifying glass beside a test checklist.
    Software Development,  Tech & Cybersecurity

    How to review AI-generated code when you are still learning

    / October 13, 2026

    A small booking-page exercise to help you question AI-generated code, test awkward inputs and leave useful review notes.

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