Midhun P M — NowWhat I'm up to now

Semester five of my B.Tech in CSE at Sahrdaya. NightWatch won second prize at the Codex Community Hackathon in Calicut in September: 3 months of ChatGPT Pro and $500 in OpenAI API credits. Read the NightWatch case study.

Thursday now has native Hypruse desktop controls, screenshot understanding, task checkpoints, and personal-memory review. Its desktop profile uses GPT-6 Luna through the Responses API; local llama.cpp remains configurable. I took an earlier build to the Bengaluru Codex Community Hackathon in August.

PRISM and Probe Interview taught me to keep AI decisions tied to evidence. I carry that lesson into my projects and my work as IEEE student branch Technical Coordinator.

AI systems beyond the happy path — local and cloud model trade-offs, typed outputs, and where a model should stop and deterministic code should take over. PRISM and Probe Interview have made that boundary impossible to ignore.

Rust, because Syncplane is teaching me what safe configuration tools owe their users. And systems programming in C++, because Calculus Dash showed me how much I still do not know.