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About DevTrace

DevTrace is a hiring platform designed to assess how engineers actually use AI tools during real coding tasks rather than traditional memorization-based tests. It provides candidates with real engineering problems in a live editor where AI assistance is permitted and tracked. The system records every interaction—prompts, edits, code runs, and pastes—creating a detailed telemetry stream of the candidate’s workflow. An AI-powered evaluation then generates a qualitative report summarizing how the candidate thinks, decomposes problems, verifies AI output, and iterates on solutions. The platform supports both code-based and written assessments, offering hiring teams insight into an engineer’s practical AI fluency and problem-solving approach. Assessments are delivered via magic links requiring no account creation or software installation by candidates.

Key features

  • Real-time AI assistant integration in editor
  • Full telemetry capture of prompts, edits, runs, and pastes
  • AI-generated qualitative evaluation reports
  • Code and written task support
  • Magic-link invite system
  • Event timeline visualization
  • Prompt specificity and decomposition metrics
  • Session history retention (90 days on Starter plan)

Use cases

  • Evaluating AI fluency during technical hiring
  • Assessing problem-solving approach with AI tools
  • Comparing candidate workflows for role fit

Pros

  • Tracks real AI usage without screen recording or extensions
  • Generates qualitative insights on problem-solving and AI interaction
  • Supports both code and written task formats
  • Provides full event timeline and telemetry capture
  • Magic-link invites require no candidate account setup

Cons

  • No free tier beyond limited testing option
  • Pricing is per-candidate rather than per-seat
  • Enterprise features like SSO are marked as coming soon

Frequently asked questions about DevTrace

What is DevTrace?

DevTrace is a hiring platform that assesses how engineers use AI tools during real coding tasks by providing candidates with live engineering problems in an AI-permitted environment. It records every interaction—prompts, edits, code runs, and pastes—to generate a qualitative report on the candidate's problem-solving approach and AI fluency.

Who should use DevTrace?

DevTrace is designed for hiring teams, particularly technical founders, engineering managers, and recruiters looking to evaluate candidates in a realistic AI-assisted workflow rather than relying on traditional memorization-based tests.

Does DevTrace allow candidates to use AI tools during assessments?

Yes, DevTrace explicitly allows and tracks AI tool usage during assessments, as it aims to measure how candidates prompt, verify, and iterate with AI in a real-world coding environment.

What does DevTrace measure in candidates?

DevTrace measures prompt specificity, problem decomposition before using AI, verification of AI output, iteration quality after bad suggestions, and overall AI fluency in practical coding scenarios.

How does DevTrace capture candidate interactions?

DevTrace captures telemetry data such as edits, AI prompts, code runs, large pastes, and tab focus changes, creating a detailed event timeline of the candidate's workflow without requiring screen recording or extensions.

How do I get started with DevTrace?

To get started, create an assessment by describing the role and task, then generate a magic link to send to candidates. Candidates can begin without creating an account or installing software, and hiring teams receive AI-generated insights on their performance.

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