Engineering & Insights
Thoughts on AI developer tools, hackathon ecosystems, and building software that ships.
Announcing Hackerzone Season 1. A global competition designed for builders pushing the frontier of autonomous multi-agent workflows, code synthesis, and multimodal AI tools.
Subjective judging, forgotten project repos, and fragmented Discord servers hurt developers. Here is our architecture for transparent rubric scoring and permanent builder credentials.
How to avoid hallucination loops, manage context windows efficiently, and design verifiable tool-use interfaces under hackathon time constraints.
