frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Open in hackernews

Show HN: ReJot – Database replication framework aimed at developers

https://github.com/rejot-dev/rejot
9•WilcoKruijer•1y 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•1y 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•1y 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•1y ago
If the consumers stall, doesn't the WAL have to grow in unbounded fashion? Does it place any backpressure on the writers?
WilcoKruijer•1y 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.

Modular Products Suck

https://blog.scottstevenson.net/p/modular-products-suck
1•andsoitis•2m ago•0 comments

Neuro-Symbolic AI

https://en.wikipedia.org/wiki/Neuro-symbolic_AI
2•modinfo•10m ago•0 comments

It's still OK to enjoy programming

https://chriskiehl.com/article/it-is-still-ok-to-enjoy-programming
2•goostavos•10m ago•0 comments

History's long-secret codes are being cracked by amateurs using AI

https://www.nature.com/articles/d41586-026-03338-y
1•bucket2015•11m ago•0 comments

Let's Write About Writing

https://dowdy.dev/posts/lets-write-about-writing/
1•Peacefulz•11m ago•1 comments

How to Make Something

https://blog.scottstevenson.net/p/how-to-finally-make-something-a16c8db7ba2a
1•andsoitis•15m ago•0 comments

I built a Tesla Roadster simulator with Opus 5.5 and open-sourced it

https://github.com/eduardmur/tesla-roadster-simulator
1•dahra•16m ago•0 comments

Eight and One Predictions for AI in 2030

https://philippdubach.com/posts/ai-in-2030/
1•7777777phil•18m ago•0 comments

I got a C&D 1h after reverse engineering Serum 2 into an Open Source alternative

https://twitter.com/fabioroma/status/2111542692459033049
2•ofabioroma•21m ago•3 comments

Toward RL on mixed-precision, mixed-accelerator samplers

https://modal.com/blog/toward-rl-on-mixed-precision-mixed-accelerator-samplers
1•birdculture•24m ago•0 comments

Letter to Anthropic Re: Planned Initial Public Offering

https://comptroller.nyc.gov/reports/letter-to-anthropic-re-planned-initial-public-offering/
7•akeck•25m ago•0 comments

The fire retardant in the seafood chain

https://insideclimatenews.org/news/14102026/ethoxyquin-fire-retardant-in-seafood-chain/
2•gumby•26m ago•0 comments

Show HN: Photos to Gaussian Splat inside your browser using DA3 Small

https://antoinemopa.github.io/splatting-rs/
4•antoineMoPa•30m ago•0 comments

Show HN: I Made 17 AIs Play 7,700 Hands of Poker

https://chrystianschutz.com/blog/ai-poker-holdembench/
1•chrystianpl•30m ago•0 comments

Three LLM judges couldn't tell an AI agent's real memory from a counterfeit one

https://kairos-experiment.com/checks.html
5•gcolella•32m ago•0 comments

GunBlood – Western Shootout

https://www.gunblood.com/
2•debo_•34m ago•0 comments

Encore – a simpler way to build on AWS and GCP

https://encore.dev
1•dohguy•36m ago•0 comments

Show HN: Free Tool to Extract Tables from PDFs and Images to CSV/Excel

https://parseextract.com/table-extraction-free
1•teroknor92•36m ago•0 comments

Show HN: Fundstash – expense tracker that parses bank SMS on-device, no cloud

https://fundstash.app/
1•houz_of_apps•37m ago•0 comments

Israel makes propaganda video featuring AI generated IAMDDB without her consent

https://twitter.com/beeechimblind/status/2111227318534279501
10•grandpajoey•37m ago•1 comments

Dear Professor Erdos [pdf]

https://fanchung.ucsd.edu/ep/rej.pdf
1•jruohonen•39m ago•0 comments

Apple releases RSI-Inference: evaluating agents for self-improving LLM inference

https://twitter.com/onloglogn/status/2111170954944823685
1•low-rank•41m ago•0 comments

The math that OpenAI keeps for itself

https://newsletter.danielpaleka.com/p/the-math-that-openai-keeps-for-itself
1•dpaleka•41m ago•1 comments

Show HN: Task629 - Personal development tracking through task descriptions

https://github.com/sudo-bendg/task629
1•sudo-bendg•42m ago•0 comments

Hermit Mode

https://alearningaday.blog/2026/10/17/hermit-mode/
2•herbertl•43m ago•0 comments

Israeli settlers attack European diplomats in the West Bank

https://www.ft.com/content/35a08f82-6830-41fa-83ae-d3765f3970e0
35•michaelhillaert•43m ago•2 comments

I need an opinion on my app

1•contactlovreb•43m ago•0 comments

Scrum: An Honest Ad [video]

https://www.youtube.com/watch?v=fTaOdbUbFmI
1•ghassenfaidi•45m ago•0 comments

Western Europe is giving its spies teeth

https://rt-english.com/news/647259-europe-gives-spies-teeth/
1•contingencies•48m ago•0 comments

Astronomers discover the first ever green star

https://www.space.com/astronomy/stars/astronomers-discover-the-1st-ever-green-star-a-cosmic-zombi...
3•naves•48m ago•0 comments