AI Coder

Creator
Creator
Seonglae ChoSeonglae Cho
Created
Created
2023 Jun 11 5:19
Editor
Edited
Edited
2025 Aug 13 20:49

AI Coding Agent

Problem for agent is
Language Model Context
Size

The advent of large language models could potentially reduce software development costs to nothing, sparking a rapid and diverse growth in software akin to the content boom or
Cambrian explosion
.
https://aavetis.github.io/ai-pr-watcher/
LLMs should be used in conjunction with other tools to prevent the human review process from becoming a bottleneck.
One approach to reinforcement learning involves generative and discriminative models, such as
GAN
. Typical high-level AI development follows this approach and requires automation. While images can be compared visually, it's much harder to evaluate text, code, and audio. Therefore, a good AI coding assistant should not just provide results, but should help by breaking tasks down into smaller, easily verifiable steps. In other words, the importance of verifiability aligns with
Verifiable Reward
, suggesting that larger units like code blocks or video clips should be gradually incorporated.
AI Coder Services
 
 
 
AI Coding Agents
 
 
AI Coder Models
 
 
AI Wireframe Tools
 
 
 

Design Arena

Current limitations

  • Stop Digging; Know Your Limits
  • Mise en Place
  • Scientific Debugging
  • The tail wagging the dog
  • Consistent formatting
  • Read the Docs
  • Use Static Types

Leaderboard

PR workflow integration
Git Flow
Designing tools for developers means designing for LLMs too
Most large language models (LLMs) aren't great at using less popular frameworks.
 
 
 

 

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