From the Build Log

Real articles from building production systems - AI agents, offline-first apps, Python full-stack, and security engineering.

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PROJECT8 min read

BackendForge: What Happens When 18 AI Agents Write Your FastAPI Backend

I built a system where 18 specialised AI agents collaborate to design, code, document, and validate a FastAPI backend from a plain English specification. Here's what I learned.

2025-11-10
DEEP DIVE10 min read

Building Offline-First AI for Nigerian Classrooms: What No One Tells You

The Voice-First Learning Assistant taught me more about real-world AI constraints than any online course. Here's how we built a system that still works when the internet disappears — which in Nigeria, is often.

2025-10-15
OPINION7 min read

FastHTML + Faststrap: The Python Full-Stack I've Been Building For

After years of React, Next.js, and JavaScript toolchains, I switched to FastHTML + Faststrap for my full-stack projects. This is my honest assessment after building multiple production apps with it.

2025-09-20
DEEP DIVE9 min read

AES-256 + DCT-LSB: Building Real Steganography That Actually Holds Up

The Stego project was my final-year defence — and it taught me more about cryptography, signal processing, and the gap between academic security and production-grade security than anything else I've built.

2025-08-05