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Copilot and GPT can write the functions. Your value now depends on your ability to explain the architecture and trade-offs. If you can't explain it, you are replaceable.
You don't fail for not knowing Kafka. You fail for not articulating why you chose it over RabbitMQ in 45 minutes under pressure.
Engineers who communicate clearly get hired faster and promoted sooner. Stop muttering and start persuading. Intabiu is your mirror for improvement.
Writing gives you time to edit. Speaking doesn't. Intabiu forces you to verbalize technical answers in real-time, breaking the habit of freezing up.
Your friends are too polite to tell you that you sound insecure or use too many filler words. Our AI detects logic gaps, lack of clarity, and hesitation instantly.
Measure your "hireability." Track how your structure, technical vocabulary, and confidence improve with every session.
Aiming for a remote US role? Practice in English. Targeting a local role? Practice in your native tongue. Master the technical vocabulary that pays your salary.
From behavioral questions ("Tell me about a conflict") to deep technical dives (React, AWS, Python, System Design). Practice what actually gets asked.
Real feedback from a simulated session—every answer broken down, scored, and explained.
Question: You need to build a registration form in React. How would you validate the inputs and provide immediate feedback to the user?
"So we can have a form state depending on the form we can have a separate state for each of the fields or we can have a form object and then the submit button."
The segment is unclear and contains filler words, making it difficult to understand the candidate's point.
"Instead of directly submitting the data we can make it so that it validates first and we can render errors if we find them."
This part clearly explains the validation process but could be more structured.
"But in reality doing this manually is not a common pattern anymore. There are libraries that you can leverage like Formik or React Final Form."
The mention of libraries is relevant and shows awareness of available tools and current trends.
Question: In a React app, user profiles need to show different details based on permissions. How would you conditionally render components for different access levels without duplicating code?
"So we can divide the user profile into different sections and then each section can have a level of access required."
This segment clearly introduces the idea of dividing the user profile into sections based on access levels, demonstrating an understanding of the problem.
"You can have some mapping for those sections and the level of access required so that you conditionally render those sections if the user has enough access."
The candidate accurately describes the mapping approach for conditional rendering, which is a valid solution to the problem.
"If within sections you have like multiple areas that will require different access to render then you can have multiple mappings but in reality you want also to design this profile as simple as possible."
This segment is overly complex and contains filler words, making it difficult to follow. It lacks clarity regarding the implementation details.
Question: A React app needs to display a list of items from an API with variable response times. How would you handle loading states to ensure a good user experience?
"With async operations you can start a loading state and when the async operation completes or the promise returns, the promise is resolved, you can update that state."
Clear explanation of using async operations to manage loading states, though slightly verbose.
"You can also use React Query for example which in this case you don't have to manually handle loading states because React Query already provides a loading state for you."
Accurately describes the benefits of using React Query for managing loading states, but lacks depth.
"You can just use that by importing useQuery."
The phrase is unclear and lacks context; it does not explain how to implement useQuery effectively.
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