Problems

What will AGI do for Technical Skill Validation?

Engineering leaders and technical recruiters struggle to measure a candidate's actual software development capabilities before extending an offer. Resumes, GitHub commits, and self-reported proficiencies offer weak signals that are easily padded, especially as candidates use generative tools to create boilerplate portfolio projects. Companies fall back on proxy metrics like previous employers or algorithmic puzzle tests, which frequently eliminate capable developers while advancing candidates who simply memorize sorting algorithms.

The opportunity

What AGI will do for Technical Skill Validation

  • AI Code Evaluation for Recruiters

    Business-as-Code

    Solves:

    Platform.do
  • Autonomous Technical Screening for Engineering

    Business-as-Code

    Solves:

    Platform.do
  • Generative Interview Simulation for HR

    Business-as-Code

    Solves:

    Platform.do
  • AI Portfolio Verification for Agencies

    Business-as-Code

    Solves:

    Platform.do
  • Interactive Code Simulation for Hiring

    Business-as-Code

    Solves:

    Platform.do

The work itself

Grounded Work Profile

Tools

  • HackerRankproblemCurrentSolutions
  • LeetCodeproblemCurrentSolutions
  • CoderPadproblemCurrentSolutions
  • CodilityproblemCurrentSolutions

Measured by

  • Severity 4/5problemSeverityFrequency
  • event-drivenproblemSeverityFrequency

Value flow

How Technical Skill Validation connects

candidate solution for

  • Evaluationmodel
  • Intractabletokenmodel
  • Menteramodel
  • Paritymattermodel
  • Valegistrymodel

entails

used for

  • CoderPadmodel
  • Codilitymodel
  • LeetCodemodel
  • HackerRankmodel

How AGI delivers it

Four ways AGI delivers

  • Services-as-Software

    Get the professional outcome delivered as software, priced on results, not headcount.

    Services.do
  • Autonomous Agents as digital employees

    Hire a digital employee that does the job under earned, supervised autonomy.

    Agents.do