# What will AGI do for Technical Skill Assessment?

## Overview

Engineering leaders and technical recruiters struggle to measure a candidate's actual ability to write, debug, and maintain code. The evaluation process is trapped between standardized algorithmic puzzles that test rote memorization and elaborate take-home projects that cause high candidate drop-off.

The proliferation of generative AI coding tools breaks traditional screening mechanisms. Candidates easily bypass automated coding prompts, rendering top-of-funnel filters useless and forcing companies to push evaluation down the funnel. This shifts the burden to highly paid senior engineers who must conduct hours of live interviews, burning expensive engineering cycles on unqualified candidates.

Existing assessment platforms fail to simulate real-world developer environments where engineers read complex codebases, review pull requests, and debug legacy logic. Creating authentic, un-gameable assessments requires continuous test rotation and complex repository sandboxing that internal talent teams lack the technical capacity to build or maintain.

## How AGI delivers it

### Services-as-Software

For Technical Skill Assessment, get the professional outcome delivered as software, priced on results, not headcount.

Routes to: services.do, services.studio

### Autonomous Agents as digital employees

For Technical Skill Assessment, hire a digital employee that does the job under earned, supervised autonomy.

Routes to: agents.do, workflows.do, management.studio, agents.management

## Related

- [1040 Document Processing](https://agi.do/Problems/1040_Document_Processing)
- [1040 Overflow Preparation](https://agi.do/Problems/1040_Overflow_Preparation)
- [1040 Return Generation](https://agi.do/Problems/1040_Return_Generation)
- [1040 Return Preparation](https://agi.do/Problems/1040_Return_Preparation)
- [1040 Schedule Mapping](https://agi.do/Problems/1040_Schedule_Mapping)
- [1099 Brokerage Fetching](https://agi.do/Problems/1099_Brokerage_Fetching)

## Read more

- [The informational twin on agi.as](https://agi.as/Problems/Technical_Skill_Assessment)
- [This page on agi.do](https://agi.do/Problems/Technical_Skill_Assessment)