Satyam Kulkarni

Developer, trader, researcher. Cofounder and CTO at Sozu. Urban infra nerd. Pune.

Researching

  • AI-driven exploits, on-chain and off
  • Narratives, and how they reshape the world we already have
  • The urban infrastructure India is building
  • Indian defense tech
  • Geopolitics, priced through prediction markets

Writing

Building

sozu. Causal graph that converts market-moving news into calibrated, timestamped probabilities.
firedrill. Security rules as weekly read-only drills. PASS or FAIL, evidence attached. go
panini. Company memory for people and agents. Tool observations in; tasks, context and history out, over UI and MCP. ts
skills. Five agent skills for Claude Code, Codex, Gemini CLI and claude.ai. Ride the green line. md
memoryd. Local-first memory substrate for agents. Gzip novelty gate, BM25 + dense + cross-encoder retrieval, no LLM on the hot path. rust
cartograph. Natural-language map generator. A sentence in, a shareable map out. ts

Eating

Rating misals across Pune, Mumbai, Bangalore and Kolhapur. Current favorite: Newale, Chinchwad.

Watching

  • Notting Hill1999
  • Dune, the series2021-
  • Swades2004
  • Once2007

Elsewhere

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