Blog.
Thoughts, tutorials, and practical insights on AI engineering, web development, and tech workflows.
AntiSlop: Stopping Coding Agents from Generating Generic UI
Why LLMs possess a native bias toward purple gradients and rounded pill badges, and how a 3-file deterministic rule system eliminates visual hallucinations in AI coding agents.
Context Engineering vs Fine-Tuning: The Precision Key for AI Coding
Why surgical context injection and AST symbol pruning outperform static model weight re-training in production codebase refactors while saving 70% in token overhead.
Optimizing Canvas 3D ASCII Sphere Renders to a Rock-Solid 60 FPS
Eliminating garbage collection freezes in JavaScript point-cloud math through bitwise integer luminescence precomputation and 2D canvas batching.
Building Resilient AI Bots with n8n and Google Workspace
A production architecture connecting Discord webhooks, self-hosted n8n orchestrators, and Google Apps Script endpoints for automated enterprise workflows.