Mārgadarshak
Stage-aware guidance engine mapping honest decision paths before choices become regret.
Learning Applied AI in public. Notes on X as Otto. Code on GitHub.
Stage-aware guidance engine mapping honest decision paths before choices become regret.
360° AI-native circular routine & life dial widget. Time is a circle, not a checklist. Powered by MCP.
Authentic retro arcade touch typing trainer and developer velocity studio with sub-ms telemetry.
A steadying voice and philosophical reasoning companion for emotionally heavy moments.
Feeling-first bibliotherapy audio summaries with deterministic scoring, 50% locked ambient bed, and synced transcripts.
Visual demo — not a client engagement. Custom spatial typography and atmosphere experiment.
KSM × Tech is not a commercial studio chasing trends. It was started to honour two people — Satya and Manga — by building software that survives the seasons.
The × is the forge — where inherited discipline and modern AI engineering turn together into focused, honest tools.
Read the origin and meaning