Custom Agents

Langgraph based agents to simplify small tasks that I do reguarly.

For hosting, inference providers like HuggingSpace has to be employed.

It would be great to have a good GPU / custom AI accelerator chip too.

Local Coding Assistants

For basic auto complete, chat & edit, Continue + VSCode works fine.

For agentic coding, Cline + VSCode + Ollama + Qwen3-Coder:30b is working really nicely.

Some points to note are:

• Install latest version of all softwares
• Model capabilities (thinking, code completion, tool calling, embeddings etc.) has to be ensured

Own Coding Agents

To develop own coding agent:

• LLM with Tool calling capbility & Thinking capbility
• Tools for File System (restricited access), Todo list management, Sub dividing to smaller tasks
• Tools for Language Server Protocol
• I don’t think Shell execution is required
• Need access to offline documentation of each library
• Need a basic scaffolding to start with. Not to use anything new.
• Plan stage should convert high level requirements to detailed requirements
• I prefer as list of use cases
• Data base design should be separate activity
• UI design shall have a framework setup by scaffolding.
• Implementation phase shall proceed with the plan, after user approval
• Build, test & iterate over
• Preferably should work with any medium size models, which I can self host
• Internet search also is not required, I guess