Tools Make the LLM Useful: Lessons from an ERPNext Chatbot Experiment
What a scoped ERPNext purchase and sales order chatbot taught me about tool calling — grounding answers in real ERP data, and why tools are the bridge to agentic AI.
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Posts tagged "ai"
LLM Vocabulary for Engineers: Embeddings, Evals, Quantization, and LoRA
Learn enough embeddings, evals, quantization, and LoRA/QLoRA to follow RAG and fine-tuning discussions — without becoming an ML researcher overnight.
A Practical LLM Map for Full-Stack Engineers
Tokens, context windows, chat memory, and four levers — prompting, RAG, agents/tools, and fine-tuning — explained for busy software engineers catching up on AI.
We Built Our Company Website in Two Days with Elixir, Phoenix, and Claude Code
How iMORPHr went from an empty directory to a fully deployed, SEO-optimised company website in 48 hours — using Elixir/Phoenix and AI-assisted development with Claude Code.
How AI Tools Are Cutting Custom Software Delivery Times in Half
AI-assisted development is reshaping how bespoke software is built. Here's how iMORPHr uses AI tools to deliver production-ready software faster without cutting corners.