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.
- UnisonDB · hn · 2025-11-15 · 15 upvotes · similarity 0.54
- Quorum-free replicated state machine built atop S3 · hn · 2026-01-31 · 6 upvotes · similarity 0.50
- StreamHouse · hn · 2026-02-25 · 10 upvotes · similarity 0.49
- KV and wide-column database with CDN-scale replication · hn · 2025-12-14 · 6 upvotes · similarity 0.47
- NodeDB · hn · 2026-05-11 · 5 upvotes · similarity 0.45
- Glintlog · hn · 2026-02-04 · 10 upvotes · similarity 0.45
- SnkvDB · hn · 2026-02-16 · 5 upvotes · similarity 0.44
- DuckDB for Kafka Stream Processing · hn · 2025-12-08 · 77 upvotes · similarity 0.43
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a data infrastructure tool for Media & entertainment yet.