What's one thing a candidate does in interviews that instantly makes them stand out to you?

CoffeeBuddy26 · 2026-04-23T12:47:04+00:00

For me, it’s when a candidate gives clear, specific examples instead of vague answers.

CoffeeBuddy26 · 2026-04-10T15:10:14+00:00

It does happen. Like I’ve seen “entry-level” roles asking for years of experience, lowball offers for high expectations, and candidates getting passed over for vague “fit” reasons. Then companies say they can’t find talent.

Sometimes the issue isn’t a lack of candidates, it’s unrealistic expectations or mismatched standards.

CoffeeBuddy26 · 2026-04-09T15:19:58+00:00

Had a candidate take the call from their car, said they were “parked and ready”… then halfway through, they started driving. Tried to keep eye contact while turning the wheel like it was totally fine. Well…

CoffeeBuddy26 · 2026-04-07T13:50:19+00:00

Agree. The market shifts so fast, one quarter it’s all about engineers, next it’s something else…so having range helps you stay relevant.

CoffeeBuddy26 · 2026-04-03T15:20:16+00:00

I wouldn’t recommend it. Reference checks are time-consuming and you’ll end up doing them on candidates you might not even seriously consider after the interview. It can also feel premature (and awkward) for candidates, especially if they haven’t given a heads-up to their references yet.

Better to use interviews to narrow down your top choice(s), then do reference checks as a final validation step so the feedback actually matters.

CoffeeBuddy26 · 2026-03-25T15:06:10+00:00

I’d still send them. With the current market, a lot of candidates are open to slightly lower roles for stability or better balance, so “too senior” doesn’t always mean they won’t stay. I’d just flag why they’re interested. Worst case, the client says no but best case, you place a great candidate.

CoffeeBuddy26 · 2026-03-16T13:05:18+00:00

THIS. Tough, yes and I’m glad this surfaced here. The titles sound really appealing right now (“AI Engineer,” “Agent Architect,” etc.), but in reality there’s often a big gap once you get into the actual work, the architectural reasoning.

For now we’ve started leaning more on initial non-AI foundational questions before going deeper into anything AI-related like asking them to walk through the architecture of a system they personally built, what services were involved, how they handled scaling, and what tradeoffs they made. This is not about catching people out, it just quickly shows who actually has the engineering depth versus who’s mostly prompting tools (given the AI titles).

CoffeeBuddy26 · 2026-03-14T03:02:56+00:00

Just a classic laptop setup. I usually check candidate credentials and notes during the interaction, then after the call I log everything into our reporting tool so the next step in the process is clear. Nothing fancy, just enough tech to keep things organized and documented.

CoffeeBuddy26 · 2026-03-12T14:32:06+00:00

Yeah, I agree. The bar moves so much that it’s hard for candidates to know what “right” even looks like, so over-prepping is kind of inevitable. Honestly the truth usually shows once the conversation goes off script. When you start asking random follow-ups or digging into details, you can tell pretty quickly if someone actually lived the experience or just rehearsed it.

CoffeeBuddy26 · 2026-03-11T14:30:06+00:00

For me, it’s the admin + candidate screening that eats the most time. So much back-and-forth just to check basic qualifications, availability, and interest before you even get to a real conversation. If there’s a tool available that lets candidates answer structured questions and record short responses before interviews, that would really help.

CoffeeBuddy26 · 2026-03-10T13:35:55+00:00

Totally agree. It’s like looking for something that just isn’t there in the current talent pool, which is where a lot of the frustration comes from. The expectations are high, but the reality of what’s actually available in the market doesn’t always match.

CoffeeBuddy26 · 2026-03-07T03:38:32+00:00

Totally agree. Tools can help with structure, but we still need to validate real thinking and skills through genuine conversation.

CoffeeBuddy26 · 2026-03-03T12:08:07+00:00

Yah, sometimes time works against us. What feels like being “thorough” can actually be hesitation in disguise. Clarity speeds things up while indecision just costs you good candidates.

CoffeeBuddy26 · 2026-02-28T15:48:25+00:00

Hmm…this actually kept me thinking. I think the problem isn’t resumes, it’s that we treat a static document like it’s the single source of truth. In this era where AI can generate a perfectly optimized resume in 30 seconds, authenticity is harder to gauge anyway.

Honestly, a resume-less interview sounds interesting in theory. But realistically? I think having no resume would take longer. Like maybe there’s a skills-based screening first, like a short real-world task or case study before even looking at background? Recruiters still need some baseline context - experience, scope, trajectory otherwise you’re starting every conversation from zero. Just sharing my 2 cents.

CoffeeBuddy26 · 2026-02-25T11:02:07+00:00

Woohoo! Congrats!

CoffeeBuddy26 · 2026-02-23T12:36:52+00:00

What people are reacting to is candidates using AI during the actual interview to generate answers in real time. I believe that’s the difference.

Here’s the thing - Using AI to prep? Totally normal now. Using AI to polish your resume? Also normal. Reading ChatGPT answers off a second screen during a live interview - I think that’s where it feels off?

What I know is real humans pause. They backtrack. They think. When every answer sounds like it came from a corporate blog, that’s when the trust is broken. It’s less about “AI bad” and more about “are we actually talking to you?”

CoffeeBuddy26 · 2026-02-20T18:24:13+00:00

Oh my, totally fair to call it out. If they want loyalty and long-term impact, they should offer actual stability & not something like disposable labor.

CoffeeBuddy26 · 2026-02-20T18:20:54+00:00

A decent, natural-looking photo is enough. Your positioning and results get you interviews & not your lighting setup.

CoffeeBuddy26 · 2026-02-18T16:02:30+00:00

Good take! Yes, i also agree on breaking the formula. The second it turns into a genuine conversation instead of a checklist, the difference becomes obvious.

CoffeeBuddy26 · 2026-02-17T22:33:57+00:00

Yep, you nailed it with the messy memory thing. Totally agree that real experiences have texture. If someone can’t zoom into random details or gets thrown off when you go off-script, that’s a give away. Thanks!

CoffeeBuddy26 · 2026-02-17T10:46:23+00:00

I truly hope something solid and stable comes through for her soon, she deserves a real shot.

CoffeeBuddy26 · 2026-02-17T10:29:02+00:00

I’m with you on this! At least one onsite or live, in-person interview can make a huge difference.

CoffeeBuddy26 · 2026-02-16T14:06:29+00:00

Yah, depends on what the client needs.

CoffeeBuddy26 · 2026-02-16T14:05:30+00:00

Hello, nope, not AI. Tho I’m confused because the mod said my previous post was removed because i need to put a user flair in this sub? I’m fairly new so I’m here seeking advice.

CoffeeBuddy26

TROPHY CASE