--- title: "Checklist: What Makes for a Realistic Coding Assessment? | CoderPad" description: "A handy checklist to help you craft more realistic, job-relevant tech interview tasks and asynchronous coding tests." canonical: "https://coderpad.io/blog/hiring-developers/checklist-what-makes-for-a-realistic-coding-assessment/" last_modified: "2026-04-15 16:12:57" --- [Back to blog](https://coderpad.io/blog/) # Checklist: What Makes for a Realistic Coding Assessment? December 4, 2024 3 Minute Read By Nathalie Figuière [Hiring Developers](https://coderpad.io/blog/hiring-developers/) Great assessments focus on real-world skills. Use realistic scenarios that reflect the job and the industry you’re hiring for. Keep questions adaptive and unpredictable. Choose engaging formats that [test problem-solving and creativity, not memorization](https://coderpad.io/blog/hiring-developers/dos-and-donts-cheating-prevention-nathan-sutter/). The right design minimizes the opportunity—and temptation—for cheating. Below you’ll find a handy checklist to help you craft more realistic, job-relevant tech [interview tasks](https://coderpad.io/platform/coding-interviews/) and [asynchronous coding tests](https://coderpad.io/platform/technical-screening/). ## 1. Tools and environment ![✅](https://coderpad.io/assets/emoji/2705.svg) Primary tools: Does the interview process allow candidates to use industry-standard tools (e.g., IDEs like VS Code)? ![✅](https://coderpad.io/assets/emoji/2705.svg) Secondary tools: Are relevant secondary tools and resources provided (e.g., packages, libraries, Google/StackOverflow search, AI assistants like Copilot)? ![✅](https://coderpad.io/assets/emoji/2705.svg) Contextual setup: Are candidates able to work in a setup that mirrors the environment they would encounter in the role (e.g., development tools, code repositories—but also communication and collaboration tools, etc.)? ## 2. Content realism ![✅](https://coderpad.io/assets/emoji/2705.svg) Job relevance: Do the questions reflect tasks that are common in the role or industry? ![✅](https://coderpad.io/assets/emoji/2705.svg) Real-world scenarios: Are the tasks presented in a way that resembles a real-world scenario (e.g., does a coding problem reflect a real product, bug or feature)? ![✅](https://coderpad.io/assets/emoji/2705.svg) Problem complexity: Is the problem complex enough to simulate real-world challenges, but not so difficult that it’s unrealistic to solve in the time allotted? ## 3. Open-endedness ![✅](https://coderpad.io/assets/emoji/2705.svg) Multiple approaches: Does the question allow for multiple valid solutions? ![✅](https://coderpad.io/assets/emoji/2705.svg) Room for creativity: Can candidates think critically and innovate in their approach, showcasing their problem-solving abilities? ## 4. Collaboration potential ![✅](https://coderpad.io/assets/emoji/2705.svg) Collaborative coding: Can the interview foster back-and-forth collaboration, like in a pair programming session or in a team discussion? Can the interviewer and candidate interact, ask questions, and iterate on solutions? ![✅](https://coderpad.io/assets/emoji/2705.svg) Communication skills: Does the interview allow candidates to demonstrate how they communicate complex ideas and solutions, just as they would in a collaborative work setting? ## 5. Time and space ![✅](https://coderpad.io/assets/emoji/2705.svg) Appropriate time limits: Are the time limits realistic for the task at hand? ![✅](https://coderpad.io/assets/emoji/2705.svg) Room to think: Does the format give candidates time to think and solve the problem without the pressure of a watching or controlling figure, simulating a normal work environment (e.g., can you leverage a “ [focus time](https://coderpad.io/features/focus-time/) ” feature, to give candidates screen privacy for part of the interview, and time to collect their thoughts)? ## 6. Industry & role alignment ![✅](https://coderpad.io/assets/emoji/2705.svg) Specific to role: Does the question relate to the specific team or role within the company? ![✅](https://coderpad.io/assets/emoji/2705.svg) Connection to business: Does the question relate to the company’s business and its goals (e.g., tasks like update releases for gaming companies or stock pricing for finance firms)? ## 7. Clarity and specifications ![✅](https://coderpad.io/assets/emoji/2705.svg) Clear instructions: Are the instructions clear and structured like real job specifications (e.g., Jira/Asana-style tasks)? ![✅](https://coderpad.io/assets/emoji/2705.svg) Imprecise requirements: Is there room to ask clarifying questions, mimicking the ambiguity often present in real-life work situations? ## 8. Realistic scenarios and problem types ![✅](https://coderpad.io/assets/emoji/2705.svg) Legacy context: Does the problem account for legacy code, infrastructure, or systems that candidates may need to work with, especially for senior roles? ![✅](https://coderpad.io/assets/emoji/2705.svg) Freedom of choice: Does the interview allow the candidate to make technical choices (e.g., libraries, frameworks) and justify their decisions, simulating real job conditions? ## 9. Feedback mechanism ![✅](https://coderpad.io/assets/emoji/2705.svg) Iterative review: Can the candidate receive feedback as the interview progresses, similar to how work is reviewed and refined in professional environments? ![✅](https://coderpad.io/assets/emoji/2705.svg) Learning opportunity: Does the candidate have the opportunity to explain their reasoning or pivot based on feedback, showing how they would adapt to ongoing projects at work? ## Subscribe for more CoderPad insights ## Trending Articles Previous slide Next slide [Hiring Developers ## 18 Features Your Tech Assessment Tool Should Have to Prevent Cheating This article is an overview of “anti-cheat” features that can help you prevent, detect and mitigate cheating attempts within your candidate assessment process. 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