NOW ACCEPTING COHORT 1

Resumes describe the work. Not the worker.

We measure how you |

60 minutes. One realistic problem. The Session records how you actually work with AI.The output is a Fingerprint. Two layers of signal no resume contains. Not a grade. Engineers see both. Companies receive both before the first conversation.

Join as

Free for engineers  ·  No resume  ·  No grind

// WHAT A FINGERPRINT LOOKS LIKE

Behavior and execution.
Observed in the same 60 minutes.

The behavioral dimensions have no right answers — they map how you think with AI, not whether you do it correctly. The execution signal observes how your technical work actually held up. Not a grade. A record.

HALOGRID FINGERPRINT
HG-BE-0047
BACKEND ENGINEER
// BEHAVIORAL DIMENSIONS
ARCHITECTEXECUTOR
SKEPTICALTRUSTING
CONVERGENTGENERATIVE
// WORKFLOW TELEMETRY
27%
AI acceptance rate
top 8% of corpus
8 min
Time before first prompt
top 12% of corpus
33%
Reasoning-type prompts
3× above baseline
4
Documented rejections
top 8% of corpus
// EXECUTION SIGNAL
3 / 5
Edge cases self-identified
concurrent access, overflow, reset — clock drift and distributed state not raised
2
Algorithm pivots
fixed window → token bucket → concurrent-safe variant
BEHAVIORAL INSIGHT

Builds to explore. Three approaches before committing — each pivot deliberate, not corrective. Prompts arrive in bursts during implementation, not during design. Questions the output even when it works.

"They don't wait to understand before building. They build until they understand."

This is a sample. Yours won't look like this. That's the point.

// HOW IT WORKS

Sixty minutes. Permanent signal.

01
Step 01

The Session

One realistic problem. Real tools, no artificial constraints. Work the way you actually work — the session captures it.

02
Step 02

Your Fingerprint

Two layers, drawn directly from your session. You receive both before any company does. Specific enough to be surprising.

03
Step 03

The Introduction

Your Fingerprint is shared with AI-native companies that are actively hiring. No applications. No recruiter calls. When a company reaches out, they already know how you work.

$0to engineers, always
0signal layers
0behavioral dimensions
0 minsingle session
// JOIN NOW

Find out where you actually land.

Cohort 1 is forming now. Claim your spot and we'll message you once — when your window opens.

Join Cohort 1 →

Hiring? Choose “Company” in the form. We'll reach out with early access to Fingerprints before any introduction is made.

Once Cohort 1 closes, the next one is weeks away.