interview-as-a-service · real multi-cloud

The interview,
finally in real cloud.

An interview is more than a conversation. Abilint gives your candidate real tasks in a real cloud — then rates what they actually did, on evidence both sides can see.

ability, linted.

abilint — session sess-7f3a
$ abilint assess --candidate jane --cloud aws --cap $15
 path: 4 depth-problems (CV-driven)
 real cloud: aws · workstation + budget $15 · ttl 45m
 vera linting the evidence (git + checks + timeline)…
   security_iam    L3 ████████░░  85
   iac_terraform   L2 ██████░░░░  65
   networking      L0 ░░░░░░░░░░   ·
   
 rating: 75/100 · seniority: Mid · integrity: high
 evidence pack + rating delivered to both sides
how it works

Prove what the resume claims — you pick what matters.

Algorithm puzzles and simulated IDEs can't show who can actually run production. We ask a candidate to fix something and build something — in their own real cloud account, on problems scoped to what their resume claims. You pick what matters; they prove it.

01

CV → path

Vera reads the CV and builds a transparent path of depth-problems, rising to the claimed stack.

02

Real cloud, capped

An ephemeral account is vended (AWS member / Azure sub / GCP project). The interviewer sets the cost cap.

03

Evidence

Code diffs, infra snapshots, check results + an action timeline — an immutable, hash-stamped bundle both sides receive.

04

Vera Rating

A trustworthy profile: per-axis depth, percentile, seniority, and an anti-gaming integrity signal.

two modes

A quick screen or a real project — your call.

It's up to the reviewer and their budget. Both produce the same Vera Rating + evidence pack.

live

The 45-minute screen

Real-time pair-session in real cloud. Quick problem-solving under time pressure. Best for first-pass screening.

~45 min ~$5–15 interviewer present
brief

The brief + walkthrough

The candidate receives a brief — real tasks in real cloud, a budget, a deadline — and works autonomously. Then comes a walkthrough: they present their work, you probe depth. Promotes discussion.

24–72h + 1h walkthrough ~$15–50+ async, then live
the deliverable

A rating you can trust because you can see how it was made.

Not a single vibe-score. A profile across the role's competencies, with the evidence behind every tier — derivable, auditable, comparable.

Vera Rating — vera-rating-v1

Jane Engineer · Security/IAM-focused DevOps · assessed on AWS

Security / IAML385
IaC / TerraformL265
NetworkingL0·
Containers / K8sL265
CI/CDL140
ObservabilityL140
Incident responseL140
FinOpsL140

cold-start: tier-based absolute · percentile n/a (corpus < 30) · CV prior context-only

75/100

overall (evidenced axes)

SeniorityMid
Integrityhigh · live-pair
Cloudaws
Evidencebundle ✓
Customer billed$30 (cap $15 ×2)
why it's different

The only one with all of it, in one place.

[ real-cloud ]

Real multi-cloud

AWS, Azure, GCP — the candidate's own native account, not a simulator. Each session isolated + cleanly billed.

[ cv-driven ]

Scoped to the human

Problems rise to what their CV claims; the interviewer can't dodge the must-probe skills.

[ evidence ]

Auditable, both sides

A hash-stamped bundle the employer and the candidate receive — nothing happens in a black box.

[ cost-plus ]

Transparent pricing

Cloud at cost + 100% (it's our risk to clean up). You set the cap; the session auto-stops at TTL or spend.

[ pair-mode ]

Interviewer joins

The pair-session isn't surveillance — it's collaboration, in the live environment.

[ lint ]

Integrity by construction

Vera checks the work for paste-detection + cadence — so the rating reflects real work, not copied code.

pricing

$50 per candidate. Plus their cloud, doubled.

$50 flat per candidate assessment (the platform + rating fee). Plus the candidate's actual cloud cost × 2 — the markup covers our cleanup, orphan liability, and breakage risk. You set the cloud cap per candidate; the total is always $50 + (cloud ≤ cap) × 2.

Example: a $15 cloud cap → $50 + ($15 × 2) = $80 total. A $50 GPU session → $50 + ($50 × 2) = $150. Transparent, capped, no surprises.