Stop Screening on Keywords. Start Screening on Evidence.
Your resumes list technologies. They do not prove competence. SageScreen conducts structured technical interviews that probe how candidates think, not just what they claim to know.
Looked great on paper. Could not explain a single design decision.
“Led Migration of Monolithic Application to Microservices Architecture Serving 2M+ Daily Requests”
Impressive bullet. Clear scope. Quantified impact. This is exactly the kind of resume line that gets a candidate moved to the top of the pile. It checks every box a keyword filter looks for.
Could Not Explain Why Microservices Were Chosen Over a Modular Monolith. Did Not Know Which Services They Split First.
When pressed on the reasoning behind the migration, the candidate could not articulate the tradeoffs. They did not know the decomposition strategy. The resume bullet was real. The understanding was not.
You Have Sat Through the Interview Where You Knew in Three Minutes.
You scheduled forty-five. Your 2 PM deep work block — gone. Your senior engineer came back and said “that person has never actually done this.” You already knew. Everyone knew. But the resume looked right, so the interview happened anyway.
At $150,000 or more for a bad senior technical hire, the cost is not just the wasted interview. It is the lost confidence in the pipeline. After enough bad screens, your engineering team stops trusting the process and starts back-channeling their own candidates, bypassing TA entirely.
That is not collaboration. That is a system that stopped working.
You mentioned leading a microservices migration. Walk me through how you decided which service boundaries to draw first.
We started with the authentication service because it had the clearest bounded context and the fewest downstream dependencies. That let us validate the deployment pipeline before touching anything with higher coupling.
What data consistency challenges did that introduce, and how did you handle them?
Screen for Technical Depth Before You Spend Engineering Time.
SageScreen does not ask candidates to recite technology lists. It asks them to explain their reasoning, walk through design decisions, and demonstrate how they think under follow-up pressure. When a candidate gives a surface answer, the Sage probes deeper.
Your engineering team reviews evidence-based summaries instead of sitting through first-round screens for candidates who should not have made it that far. The screening agent asks. The evaluation agent scores. Your engineers only see the candidates who warranted their attention.
Structured technical screens. Adaptive follow-ups. Engineering time protected.
Start Your TrialEvidence, Not Opinions. Scores Your Team Can Trust.
From Five Applicants to One Hire. Without Burning Your Engineers.
SageScreen (24h)
Interviews
Without SageScreen, your engineers would have interviewed all 5. Three hours each. Fifteen engineering hours. For one hire. With SageScreen, they interviewed 2. Six hours total. Nine engineering hours returned to building product.
“Tell Me About a Time You Had to Debug a Production Issue.”
Every technical screen starts here. This is the warm-up. It tells you whether the candidate has been in the room when something broke. Most candidates can answer this. That is the point. The real evaluation starts with what comes next.
“What Was Your Debugging Methodology? How Did You Isolate Root Cause from Symptoms?”
Now we are past the story and into the process. Candidates who were actually in the driver’s seat can walk you through their methodology. Candidates who were on the periphery start to struggle. The Sage adapts its follow-ups based on the depth of the response.
“If You Could Redesign That System to Prevent This Class of Failure, What Architectural Changes Would You Make?”
This is where you find out if someone can think beyond the immediate problem. Candidates with genuine depth propose systemic solutions. They talk about observability, circuit breakers, failure domains. Candidates without depth repeat what they already said with more confidence. SageScreen captures exactly which response you got.
DevOps. Data. QA. Infrastructure. If Your Team Can Define What Good Looks Like, SageScreen Can Screen for It.
SageScreen is not limited to coding challenges. It screens across any technical discipline by adapting the interview to role-specific competencies. Define the criteria that matter for your DevOps pipeline, your data engineering workflows, or your QA methodology.
If your team can articulate what distinguishes a strong candidate from a weak one, SageScreen can screen for it. Same structured interviews. Same evidence-based scoring. Any technical role.
Stop Wasting Engineering Hours on First-Round Screens. Let SageScreen Find the Signal.
Your engineers should be building product, not running phone screens for candidates who padded their resume. Let the Sage evaluate technical depth. Review the evidence. Send your engineering team only the candidates worth their time.
