Notes on AI Tools, Mostly LLMs
Web Chatbots #
A variety of companies provide some of their most advanced AI models as interactive web chatbots, mostly for no fee.
Keep in mind:
- These typically require a user account.
- These are good for straightforward questions, but not as good as other tools for complex multi-step tasks like software development.
- All of these services save all your interactions for a variety of reasons, including future training data.
Suggestions:
- Google AI Studio (Gemini) - Good all-around chatbot, plus some other models.
- Claude - The expensive option.
- OpenAI (ChatGPT) - Popular, probably overrated.
- Twitter (Grok) - Surprisingly good at debugging.
- Mistral - From France.
- Microsoft (Copilot) - The OpenAI models again.
- Deepseek - From China. A large model.
- Alibaba (Qwen)
API Coding Tools #
Tools:
- aider - (Recommended) This provides chat-based programming assistance using various APIs.
- Cline if you really like VSCode, then cline provides a similar workflow as an IDE plugin.
Chat-based tools are strongly recommended over autocomplete-based tools. I recommend fully disabling autocomplete in your editor; it’s a distraction.
The APIs gateways:
- OpenRouter - Provides access to a broad variety of models, both free and paid.
- Google AI Studio, Claude, etc
Local AI tools: #
- ollama
- llama.cpp
- Kobold.cpp - Chat interface
Running open source models locally provides maximum control, but requires a pretty powerful PC to run anything but the smallest models.
A decent model to start playing with locally on a 10-16GB GPU is Qwen3-14B.
If you have a new Mac or Ryzen with a lot of unified memory (e.g. 64GB+) you should be able to run bigger models like Qwen3-Coder-30B.
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