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UnisonDB

Log-native KV database that replicates like a message bus

Details

External ID
45784331
Source
HN
Company
—
Product
UnisonDB
Website domain
unisondb.io
Launched
Nov. 1, 2025
Cohort
—
Upvotes
17
Upvotes percentile
0.6528384279475983
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

Hi HN,For the past few months, I’ve been building UnisonDB — a log-native database where the Write-Ahead Log (WAL) is the database, not just a recovery mechanism.I started this because every time I needed data to flow — from core to edge, or between datacenters — I ended up gluing together a KV database + CDC + Kafka.It worked, but it always felt like overkill: too many moving parts for even small workloads, and too little determinism.What is it?UnisonDB unifies storage and streaming into a single log-based core. Every write is: • Durable (appended to the WAL), • Ordered (globally sequenced for safety), • Streamable (available to any follower in real time).It combines B+Tree storage (predictable reads, no LSM compaction storms) with WAL-based replication (sub-second fan-out to 100+ nodes).Key Ideas1. Storage + Streaming = One System — no CDC, no Kafka, no sidecar pipelines2. B+Tree-Backed — predictable reads, zero compaction overhead3. Multi-Model — KV, wide-column, and large objects (LOB) in one atomic transaction4. Replication-Native — WAL streams via gRPC; followers tail in real time5. Reactive by Design — every write emits a ZeroMQ notification6. Edge-Friendly — replicas can go offline and resync instantlyPerformance & Tradeoffs 1. Write throughput is lower than pure LSM stores (e.g. BadgerDB) — because writes are globally ordered for replication safety. Deliberate tradeoff: consistency > raw write speed.2. Still ~2× faster than BoltDB with replication enabled.Tech DetailsWritten in GoFlatBuffers for zero-copy serializationgRPC for streaming replicationGitHub: https://github.com/ankur-anand/unisondb

Enrichment

Theme
database infrastructure and developer tools
Vertical
Horizontal
Function
Data infrastructure
Audience
Developer
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
log-native key-value database with message bus replication
Manually corrected
False

Could you build this?

No Building a distributed, log-native key-value store with CRDT replication, crash-safe write-ahead logs, and multi-datacenter consistency requires distributed systems and database storage engine expertise.

What it would actually take: The architecture requires implementing an LSM-tree or append-only WAL storage engine in Go/Rust with fsync durability guarantees, linked-list records for atomic large writes, and corruption detection checksums. It requires distributed consensus or CRDT mechanisms to handle concurrent writes, gRPC streaming protocols, and object-storage syncing with conflict resolution across network partitions. This necessitates deep systems programming, database internals, and distributed systems engineering expertise.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one — 136 launches clear the similarity bar, closest 8 shown.

Attention rank: #57 of 137 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Looks like the first mover among its competitors.

Other launches for this product

Same idea, different domain

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