CM
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.
Natural Language Processing
Language models, text generation, sentiment analysis, machine translation, and conversational AI.
4 articles
CM
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.
CM
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.
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.
