BETA
Chapter 1
From autocomplete to autonomy
Chapter 2
How a coding agent thinks
Chapter 3
The global sandbox of open source
Chapter 4
The future of human creators
YOUR GOAL
Master of Computers that write code
Ch 2 · How a coding agent thinks
steve AI Agents Write Code
They break down the problem, Write code line by line, Test and debug it, to shine!
steve Advanced agents create and update step-by-step checklists to handle complex, multi-layered software projects.
steve By accessing virtual browsers and terminals, agents can download packages and read documentation just like humans.
Fun Fact
AI self-debugging: Coding agents spend up to 80% of their processing time debugging their own mistakes, mimicking how human programmers spend their workdays.
Glossary
cognition (noun)
The mental action or process of acquiring knowledge and understanding through thought, experience, and the senses. Cognition Labs launched Devin, the first autonomous software engineer utilizing advanced reasoning loops, in March 2024.
The mental action or process of acquiring knowledge and understanding through thought, experience, and the senses. Cognition Labs launched Devin, the first autonomous software engineer utilizing advanced reasoning loops, in March 2024.
Quiz
What does the acronym REPL stand for in the context of interactive programming environments used by AI agents?
Quiz
In AI engineering, what is the term for giving an agent access to external commands, APIs, and file editors?
Quiz
Which term describes an AI's ability to evaluate its own output and correct errors without human intervention?
Quiz
What virtual environment do developers use to keep an AI agent's file-modifying actions isolated and safe from damaging the host computer?
Quiz
Why do advanced coding agents create a step-by-step checklist before they begin writing code?
Quiz
When an AI agent runs code and encounters an error, what does it analyze to locate the exact line of the problem?
Quiz
Which reasoning technique allows an AI agent to explore multiple decision paths and backtrack if a coding attempt fails?