now

A /now page - what I'm focused on this month. Last updated May 2026.

Folding agents into GameTools - converting the existing tools into MCP servers with gRPC dispatch, writing packet-analysis skills so the agent can reason about live Blaze traffic to debug new packet shapes, and building the agent loop on top. The infra muscle from the day job lands directly on the side project.

Agent harnesses & agentic loops - anything that pushes on how harnesses get smarter: tool dispatch patterns, context budgets, skill evolution, eval loops, where the boundary between harness and skill should sit. Lately: how teams structure long-running investigations without burning context.
API security - auth flows that fail interestingly, obfuscation, defense in depth practices.
Performance & distributed systems - recent post-mortems and migration write-ups from people who run real load.
Common incidents - engineering blogs where someone explains what broke, why their first guess was wrong, and what they wish they'd had instrumented. The boring ones teach more than the flashy ones.

Early-stage startups - collab, freelance, or full-time. Bangalore-based, IST. Reach me at jaditya8889@gmail.com.