Code Generators

Examples:
We don't know what some even claim to be, such as Fine.dev
There is a blurry line between Code Generation and using an AI Copilots to work on your own code. Going whole hog and letting the Code Generator do it's thing is being called Vibe Coding.

Problems with Code Generators:

They don't have a long term memory, they don't even have a short term working memory. Pear IDE is trying to fix that with their "[memory integration](https: '//trypear.ai/docs/integrations/memory)" and Mem0 seems to be a technology company trying to figure it out. But, thus far, code generators are frustratingly oblivious to what they just did, and are prone to rewrite over it.

Claude lists lauded Code Generators

Best Open Source Coding Models

Here's a curated list of some of the best open source coding models currently available:

Large Language Models for Code

  1. CodeLlama - Meta's family of large

Influencer Videos

Watch Influencers advise on getting the most out of code generators.

2024, July 17. [Essential AI prompts for developers](https://youtu.be/H3M95i4iS5c?si=SlYja-H-3vNdI6M0). Visual Studio Code.
https://youtu.be/tztQJ5MKNgs?si=FdmnZGtzR0ghNyGV
https://youtu.be/AGJi_yXGSB8?si=uQ8OgZZ4S8AszdRQ
https://youtu.be/cQk2mPcAAWo?si=qLmpVFYGrhLOftGZ
https://youtu.be/3A-gqHJ1ENI?si=EQdlgcJvF4Z4RmVc
https://youtu.be/gXmakVsIbF0?si=w1m_R_ZYjSJxdT9I
https://youtu.be/OyFumlnZUmk?si=24coF-fEfdWh3dbs
https://youtu.be/OpmMe0md0tA?si=BX7Z4W4d0FIzjG_6
https://youtu.be/nNNFBabP82U?si=165KRaE4gHC4QO34
https://youtu.be/VnaKWiEoQZE?si=j_NH1t3AWCg0McqC
https://youtu.be/ufJG12YAyjE?si=7tBJd7CSrshUUdzo
https://youtu.be/jCNfPWxko1g?si=PFQQYhTh1T0fPfIE
https://youtu.be/XlcQ7Ml4t54?si=0Xg1hAkSaRGwRI4j
https://youtu.be/caMFOuVd3jk?si=dg9ENrgF75ubxvxI
https://youtu.be/V0TGQRAt4wg?si=rC_PP8GgR8cqQWGK
https://youtu.be/gXmakVsIbF0?si=kYqSgG6zzYhMdZHY
https://youtu.be/AtuB7p-JU8Y?si=J44Y14b-9LmydnbR
https://youtu.be/QnOc_kKKuac?si=TzmSKtgCmsf5GyHI
2025, February 23. [The More Senior You Get, The Worse LLMs Become?](https://youtu.be/DbhYpx70zTY?si=YP31oTiFBiQG_TZH). Travis Media.
2025, February 21. [Jr Devs - "I Can't Code Anymore"](https://youtu.be/1Se2zTlXDwY?si=VGywB_D-zW4tuSQJ). ThePrimeTime.

Watch Influencers compare and advise on Code Generators

2025, February 24. [Scale your AI Coding IMPACT with Devin, Cursor, Aider and this ONE Pattern](https://youtu.be/vq-vTsbSSZ0?si=GiMOT37k51MRE9-9). IndyDevDan.
>2025, February 19. [Coding Subagents - The Next Evolution of AI IDEs](https://youtu.be/Ri3iyi3qFlI?si=6ZmT5ON8ymLg4v8v). Cole Medin. ([[Subagents]])
2025, January 24. 
I ranked every AI Coder: Bolt vs. Cursor vs. Replit vs Lovable
. Greg Isenberg.
https://youtu.be/6fL97TJvH_U?si=7izZPSzhKEyAkLrb
https://youtu.be/C79mALqHI0o?si=txqU15Utig9t5IVx
https://youtu.be/CvooajyiiUw?si=Vs5oaFMuSN3iSi4P
https://youtu.be/pspsSn_nGzo?si=A7k0g4QkWO2DNrqa
https://youtu.be/OyFumlnZUmk?si=Ed3qHjnlteEywKGG
https://youtu.be/XWJGm3y207A?si=0XPa9Wm1UYVZ21m6
https://youtu.be/uJVlhd7Vldc?si=-Gye6hZwcszJ8bYQ
https://youtu.be/-FRBotBLc1o?si=sgAnGtrIAKKI1iYz
https://youtu.be/fKtvRTFISq4?si=0QuLEn91P7j6_Cje

Copilots for Software Engineers take off

Bessemer Venture Partners count installs on VS Code, and by February 2024 there have been over 14 million installs of Code Generator AI Copilots.
[f875fe]
Attempts at a fully featured IDE include, Cursor, AgentFarm, Windsurf IDE.
litegal
[[Screenshot From 2025-02-19 07-00-02_Cursor--Hero.png]]
[[Screenshot 2025-02-22 at 9.34.28 PM_Windsurf-IDE--Hero.png]]
Warp is differentiated, as it is a Terminal Emulator with built in AI Models that can reason on the code you are writing in another application.
CopyCoder is differentiated, as it works from Images to generate code. Grade for UI Design. Rapid Prototyping Infrastructure.
Code Generators have also been created by Opsless Deployment Providers, including Bolt.new by StackBlitz, v0 by Vercel. Lovable and ScrBook
https://youtu.be/l-YbaSzDmhU?si=yTLceEj5oI8pWQH3
litegal
[[Screenshot 2025-02-22 at 9.03.38 PM_AugmentCode--Hero.png]]
[[Screenshot 2025-02-20 at 7.57.47 PM_GitHub-Copilot--Getting-Started.png]]

2024, Nov 11.
Aider vs. Cline vs. Continue : The ULTIMATE Coding Assistant for Developers?
2023, Dec 23.
How to Prompt Cursor, Windsurf & Copilot to Get Reliable Output
Yifan Beyond the Hype, YouTube. (Coverse Cursor and Windsurf IDE)
2025, Oct 23.
GitHub Copilot Just Destroyed All AI Code Editor Startups
Melkey, YouTube.
2024, Oct 14.
AI Will Improve Your Web Development Workflow
Syntax, YouTube.

Footnotes