Natural Language Processing

Language models, text generation, sentiment analysis, machine translation, and conversational AI.

4 articles

Chidozie ManagwuFounding writerAug 1110 min read

Engineering a 90%+ Margin Event Marketplace: Why We Bet on Telegram Mini Apps, PHP, and Lean AI

If your event marketplace is mostly software, not operations, you can push gross margins above 90% by combining Telegram Mini Apps for zero-friction distribution, PHP for a lean backend, and AI only where it directly improves conversion, moderation, or discovery.

AI Fundamentals AI Safety & Alignment Agents & Tool Use Natural Language Processing Generative AI

Chidozie ManagwuFounding writerSep 288 min read

Building with Claude: The Production Lesson Is Bigger Than Prompting

Most discussions about building with Claude begin with prompt engineering.

Agents & Tool Use Foundation Models Natural Language Processing AI Safety & Alignment MLOps & Infrastructure

Chidozie ManagwuFounding writerAug 109 min read

How to Build a Production-Ready AI Agent for $0/Month Using PHP, cPanel, and Gemini Flash

Build an autonomous function-calling AI agent on a standard LAMP stack by using PHP for orchestration, MySQL for memory, Gemini Flash for reasoning, and cPanel for deployment.

AI Fundamentals AI Safety & Alignment Agents & Tool Use Generative AI Natural Language Processing

Sarith KHLOTFounderJun 2612 min read

From Words to Vectors: Understanding Tokens and Embeddings in Modern LLMs

A practical introduction to how language models turn text into token IDs and vectors.

Natural Language Processing AI Fundamentals