frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: ReJot – Database replication framework aimed at developers

https://github.com/rejot-dev/rejot
9•WilcoKruijer•10mo ago
Hi Hacker News! We're Jan & Wilco from ReJot (https://rejot.dev). With ReJot we're building a framework that turns the write-ahead log of your database into an asynchronous communication channel for your services. ReJot enables application developers to define how the database tables they own should be replicated to other databases. Something we wish we had at in our previous job at a large fintech.

There is a gap between building internal (REST) APIs and Kafka (event streaming) to share data between services.

Internal APIs start to break down when you have more than a couple services communicating. Their synchronous nature makes them brittle in a distributed system: failures cascade and latency adds up. Companies operating internal APIs at scale often face challenges like managing implicit schemas and versioning. They also need to write significant amounts of code to implement features like circuit breakers and internal load balancing.

Event streaming addresses these issues by using asynchronous communication, but it also introduces significant drawbacks. Kafka is known for its operational complexity and high cost. Engineers must manage outbox tables, outbox processors, and consumers, which makes the system more difficult to understand and maintain.

ReJot is the middle ground solution that re-uses a database system's write-ahead log as an asynchronous communication channel. The WAL is well-suited to double as an outbox, this has been proven by CDC systems like Debezium. ReJot is a lightweight addition to existing infrastructure, and even re-uses existing (relational) database systems to store messages (temporarily) before sending them to the destination/sink databases.

We're developer focused, as opposed to being infrastructure focused. Much like how developers define the database table schemas they use, we enable developers to say how their data should be published to others in the distributed system. This is done through something we call "Public Schemas", they consist of a schema and a (SQL) query. When an item in the underlying table changes, the query is executed to produce an object conforming to the schema. This data is then forwarded through ReJot, ready to be consumed by a different service using a "Consumer Schema". This is again a simple (SQL) query that contains an INSERT statement. All of this is defined from within the codebase of the application, much like how ORMs or query builders work.

In short, ReJot re-uses your database in two ways: by consuming the WAL, and also by using queries to encapsulate and integrate data. This makes ReJot a good middle-ground between the brittleness of synchronous communication and the complexity of event streaming.

Excited to hear what you think!

Comments

raoulritter•10mo ago
I'm thinking that now with all these agent to agent frameworks this could potentially work for that. If you send off one agent you want them to keep up to date and sync / talk to each-other. Could your solution work for something like A2A by google or similar to enhance the synchronization across the different agents doing their tasks and prevent them from landing in a loop or similar.
WilcoKruijer•10mo ago
I'm not too familiar with how people store the state of AI agents, but I do think there's some opportunity to use ReJot for this use case. Hooking up an agent to ReJot and giving them access to all available Public Schemas could be an interesting way of letting an agent explore and use the data in a distributed system.
jasonthorsness•10mo ago
If the consumers stall, doesn't the WAL have to grow in unbounded fashion? Does it place any backpressure on the writers?
WilcoKruijer•10mo ago
You're right. Since we don't want to put too much pressure on the source database, we do save the (transformed) WAL items in an intermediary database (we call this the event store), so the source can clear its WAL.

This does mean the intermediary database can grow in an unbounded fashion. The use case really determines if this is fine or not. Since our focus right now is on (micro)service communication, we think this is fine in most cases, as the throughput usually is not gigantic.

Since the event store is just a Postgres database, it's easy to set up partitions to only retain data for a certain amount of time. On the near-term roadmap we also have back-fill support which will make it easier to work with shorter retention windows.

Test your interpretability techniques by de-censoring Chinese models

https://www.alignmentforum.org/posts/7gp76q4rWLFi6sFqm/test-your-interpretability-techniques-by-d...
1•allenleee•5m ago•0 comments

Show HN: sllm – Split a GPU node with other developers, unlimited tokens

https://sllm.cloud
1•jrandolf•6m ago•0 comments

See what a contract could cost you before you sign

https://joyful-granita-8415bc.netlify.app/
2•Meirambek_VIDI•6m ago•3 comments

Hims and Hers warns of data breach after Zendesk support ticket breach

https://www.bleepingcomputer.com/news/security/hims-and-hers-warns-of-data-breach-after-zendesk-s...
1•Brajeshwar•8m ago•0 comments

Searching for Unknown Unknowns

https://enopdf.com/blog/searching-for-unknown-unknowns/
1•gcassie•8m ago•0 comments

Human Proof System with EDNA

https://claude.ai/public/artifacts/74af0308-e2b3-4bd7-af54-3f5fb106c687
1•sebklaey•8m ago•0 comments

Easy-Live2d v0.4.0: A Milestone Release for Live2D on the Web

https://github.com/Panzer-Jack/easy-live2d
1•Panzer_Jack•10m ago•0 comments

When legal sports betting surges, so do Americans' financial problems

https://www.npr.org/2026/04/04/nx-s1-5773354/legal-sports-betting-research-credit-bankruptcy
1•pseudolus•11m ago•0 comments

Show HN: Toast – An In-Terminal IDE (lite)

https://github.com/paradise-runner/toast
1•dividedcomet•14m ago•0 comments

R2R: Navigating Divergent Reasoning with Small-Large Model Token Routing (2025)

https://arxiv.org/abs/2505.21600
1•davikr•16m ago•0 comments

Loss of animal insulin in Canada highlights how patients can be left behind

https://www.theglobeandmail.com/canada/article-discontinued-animal-insulin-canada/
1•lqueenan•18m ago•0 comments

Show HN: Blues Translations

https://www.youtube.com/playlist?list=PLlEinYcokIibbz-BEEO9jDAuK7Z_2uujh
1•ersinesen•18m ago•1 comments

Improving LLM Inference with Continuous Batching: Orca Through Tinyorca

https://www.junupark.xyz/blog/posts/improving-llm-inference-with-continuous-batching-orca-through...
1•immortal3•21m ago•0 comments

Show HN: DreamGraph MCP v5.1 – Autonomous Cognitive Layer for Software Systems

https://github.com/mmethodz/dreamgraph
1•mmethodz•24m ago•0 comments

ENIAC's Architects Wove Stories Through Computing

https://spectrum.ieee.org/eniac-80th-anniversary-weaving
1•Brajeshwar•26m ago•0 comments

The War Against Misinformation Is Over. The Lies Won

https://thewalrus.ca/the-war-against-misinformation-is-over-the-lies-won/
3•cainxinth•29m ago•0 comments

Half of planned US data center builds have been delayed or canceled

https://www.tomshardware.com/tech-industry/artificial-intelligence/half-of-planned-us-data-center...
1•Growtika•29m ago•1 comments

I connected Claude to my AI runtime – they invented a new language

1•seifbenayed1992•30m ago•0 comments

Show HN: TurboQuant-WASM – Google's vector quantization in the browser

https://github.com/teamchong/turboquant-wasm
3•teamchong•31m ago•0 comments

Show HN: First Native macOS SDK for NXP NTAG 424 DNA NFC Authentication

https://github.com/jetnoir/ntag424-macos
1•ethical•32m ago•0 comments

An up-to-date repository of real world design system UI components

https://component.gallery/
2•interweb•33m ago•0 comments

AO3 Is Exiting Open Beta

https://www.transformativeworks.org/ao3-is-exiting-open-beta/
2•t-3•34m ago•0 comments

IBM, Cisco fighting Colorado right to repair

https://www.gadgetreview.com/colorado-passed-the-worlds-strongest-repair-law-now-tech-giants-are-...
1•dryadin•34m ago•1 comments

Cryptography's "Five Worlds" [video]

https://www.youtube.com/watch?v=RjzSFa03i2U
1•downboots•35m ago•0 comments

Show HN: A tool to make AI show evidence inline

https://github.com/dvelton/eyeball
1•deevelton•36m ago•0 comments

Author of "Careless People" banned from saying anything negative about Meta

https://www.thetimes.com/uk/technology-uk/article/sarah-wynn-williams-careless-people-meta-nrffdfpmf
48•macleginn•36m ago•4 comments

Yes, Therapy Sessions Are Being Used to Train AI

https://www.thebignewsletter.com/p/yes-therapy-sessions-are-being-used
1•jyunwai•38m ago•0 comments

Getting to Know the Know-It-Alls: On a new history of pedantry

https://hedgehogreview.com/issues/humanism-in-a-posthumanist-age/articles/getting-to-know-the-kno...
1•cainxinth•38m ago•0 comments

OpenAI executive shuffle includes new role for COO

https://techcrunch.com/2026/04/03/openai-executive-shuffle-new-roles-coo-brad-lightcap-fidji-simo...
1•SilverElfin•39m ago•0 comments

New radio app in BETA –> Auralo

https://testflight.apple.com/join/mEtdrzZ5
1•marc0janssen•40m ago•1 comments