LAB/Experimental Archive
The Lab
Experiments, prototypes, and laboratory explorations into software architecture, autonomous AI loops, and practical developer tools.
01/AI & Automation· 2026
AI Agent Workflow
An experiment testing structured JSON schema constraints and multi-turn verification loops for LLM-driven coding assistants.
OBSERVATION // Single focused agents with strong deterministic tooling and explicit rollback mechanisms outperform complex multi-agent setups for practical development tasks.
02/Voice & Speech· 2026
Multilingual Voice Lab
An experimental exploration into streaming WebSocket audio pipelines for real-time Indonesian and English voice synthesis.
OBSERVATION // Natural speech synthesis requires small semantic units rather than raw token streaming.
03/Developer Tools· 2025
Local Automation Pipeline
A lightweight set of Zsh and Node.js hooks designed to automate linting, bundle size checks, and snapshot generation on git pre-commit.
OBSERVATION // Tiered validation works best: instant type/lint on pre-commit, full static build check on pre-push.