AI-Enabled Coding Interviews: What They Are and How to Prepare

For years, the unwritten rule of the coding interview was simple: no outside help. That rule is changing. In late 2025, Meta began rolling out an AI-enabled coding interview — a format where candidates are explicitly allowed to use an AI assistant during the round. Other companies are following, and the reason is straightforward: the job itself now involves working alongside AI, so the interview is starting to look like the job.

If you're preparing for interviews in 2026, it's worth understanding what this format rewards, because it is not "the AI does it for you."

What the AI-enabled format actually tests

When everyone has access to an assistant, the assistant stops being the differentiator. What interviewers watch instead is how you use it:

• Problem decomposition. Can you break an ambiguous prompt into pieces the AI can actually help with?
• Prompt precision. Candidates who do well guide the AI with a clear approach ("implement a min-heap-based solution, then we'll optimize the eviction path") rather than begging for a full solution.
• Verification. The AI will confidently produce wrong code. Spotting it — bad edge cases, an off-by-one, a wrong complexity claim — is now a core evaluated skill.
• Communication. Reports from early candidates consistently name the same challenge: keeping a conversation going with the human interviewer while also working with the AI. That balance is exactly what's being graded.

In other words, the format rewards senior-style judgment: direct the tool, question its output, and narrate your reasoning.

How to prepare

1. Practice "pair programming" with an AI. Solve medium-difficulty problems by directing an assistant instead of writing every line yourself. Get comfortable with the rhythm of proposing an approach, letting the AI draft, then reviewing critically.

2. Get fast at reading code, not just writing it. Your edge is verification. Drill the habit of scanning generated code for the classic failure modes: empty input, integer overflow, mutation of shared state, and incorrect base cases.

3. Keep narrating. Practice saying your plan out loud before you prompt. "I'll ask it for a brute force first so we have something correct, then we'll bring it to O(n log n)." This keeps the interviewer with you and signals control.

4. Know when not to use it. For a five-line function, reaching for the AI wastes time and reads as over-reliance. Use it where it compounds your speed — boilerplate, unfamiliar APIs, a tricky algorithm you can then verify.

Where HintLens fits

The AI-enabled interview validates the whole premise behind an on-screen copilot: having intelligent assistance available in the moment makes you faster and more accurate. HintLens is built for exactly that — it reads what's on your screen and offers real-time hints, complexity analysis, and edge cases without breaking your flow, so you can focus on the reasoning and the conversation.

For live video rounds specifically, our interview guide walks through how to set it up. And if your assessment is a take-home or timed coding test, the online assessment guide covers that flow.

Frequently Asked Questions

What is an AI-enabled coding interview?

An AI-enabled coding interview is a format where candidates are explicitly allowed to use an AI assistant during the round. Meta began rolling it out in late 2025, and other companies are adopting it because the job itself now involves working alongside AI.

Which companies use AI-enabled coding interviews?

Meta pioneered the format in late 2025, and other major tech companies are following. The trend reflects how software work increasingly involves collaborating with AI tools, so the interview is starting to look like the job.

Does the AI solve the problem for you?

No. When everyone has an assistant, the assistant stops being the differentiator. Interviewers grade how you use it — problem decomposition, prompt precision, verifying the AI's output, and keeping a clear conversation with the human interviewer.

How do I prepare for an AI-enabled coding interview?

Practice pair-programming with an AI, get fast at reading and verifying generated code, narrate your plan out loud before you prompt, and learn when not to reach for the AI.

Can I use HintLens in an AI-enabled interview?

Yes. HintLens reads what's on your screen and offers real-time hints, complexity analysis, and edge cases without breaking your flow — exactly the kind of in-the-moment assistance the AI-enabled format is built around.

The bottom line

AI-enabled interviews aren't easier — they move the bar from "can you recall the algorithm" to "can you direct a tool, catch its mistakes, and keep a clear line of communication." Prepare for that skill, and you'll be ready for where technical interviews are heading.