bit2swaz

aditya mishra

bit2swaz · rust/go · systems & backend

india

i'm 18, a rust/go engineer, currently in my second year of uni. systems and backend is what i specialize in.

distributed systems and databases are my main niche. lately i'm deep into making them provably reliable: deterministic simulation testing now, formal verification next ^^

hydradbcurrently athydradb ↗a fast graph database on object storage for ai agents, working on whatever i can get my hands on.

projects

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Siphon // 16-service self-retraining ML loopsystems · mlA TikTok-shaped recommendation system: bots watch videos, every watch and skip streams back, and the ranking model retrains itself and only ships if it's measurably better.Engram // distributed Raft + ANN searchsystems · ai infraA distributed memory backend for LLM agents: short-term messages, long-term vector search, pinned facts, auto-extracted knowledge graphs, and cross-session shared memory, all replicated across a Raft cluster.Sonar // proof in <200k compute unitssystems · blockchainLets Solana apps prove a heavy calculation was done correctly off-chain, without redoing it.

writing

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exploring dst: building deterministic simulation testing from scratchlatest · Oct 25, 2026 · 8 minread →

open source

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latest merged

fix(arrow-array): align FFI buffers before validation under force_validatearrow-rs #10798perf(wal): read a whole WAL SST per request during replay (#2003)slatedb #2042fix(ffi): make FFI_ArrowSchema::with_metadata unsafearrow-rs #10764