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.

I'm Building a Secure USB Drive That Hides Itself

https://rootkitlabs.com/2026/06/22/I%27m-Building-a-Secure-USB-Drive/
1•machinehum•1m ago•0 comments

200. milliseconds

https://200ms.thenodebook.com
1•thunderbong•5m ago•0 comments

Prompt Engineering Is Not Enough. Here Is How to Build Loop Engineering Instead

https://lightrains.com/blogs/prompt-engineering-to-loop-engineering/
1•niksmac•5m ago•0 comments

Selling to the Assistant

https://dmonn.com/selling-to-the-assistant/
1•dmonn•6m ago•0 comments

3D-Printed Micro Manipulator Can Achieve Accurate Sub-Micron Movement

https://www.hackster.io/news/this-3d-printed-micro-manipulator-can-achieve-accurate-sub-micron-mo...
1•robocat•6m ago•0 comments

How LLMs Work

https://arpitbhayani.me/blogs/how-llms-work/
1•aishwarydongre•8m ago•0 comments

I Built the Only 2026 WWII Jeep

https://www.theautopian.com/i-bet-my-company-on-an-impossible-jeep-build-then-a-miracle-happened/
1•martey•9m ago•0 comments

RAG

https://www.pinecone.io/learn/retrieval-augmented-generation/
1•kcxjbskxc•13m ago•0 comments

Show HN: Tune agents trained on public data to work better with your code

1•iamalizaidi•13m ago•0 comments

AI STS Stack for underserved languages paper

https://kamalg2.substack.com/p/choosing-a-real-time-voice-ai-stack
1•Internet_horse•16m ago•0 comments

What history tells us about the AI investment boom

https://www.fa-mag.com/news/what-history-tells-us-about-the-ai-investment-boom-87567.html
1•rwmj•16m ago•0 comments

Show HN: Build a Slack Agent

https://www.buildaslackagent.dev/
1•iacguy•17m ago•0 comments

Las Vegas Business Owner Sentenced to 15 Years for Tax Fraud Scheme (2009)

https://www.justice.gov/archive/usao/nv/news/2009/11162009.html
1•greyface-•19m ago•0 comments

Australian Insurance Brands – AI Search Ranks

https://somantra.ai/aeo-research/australia/insurance/may-2026
1•prasaar•24m ago•0 comments

Learning another language appears to slow brain ageing by up to 13 years

https://www.theguardian.com/education/2026/jul/06/learning-another-language-appears-to-slow-brain...
1•giuliomagnifico•25m ago•2 comments

Microsoft PhotoDNA flags users child sexual abusers on images containing a grid

https://twitter.com/tallcowyt/status/2073904860182008174
1•miohtama•27m ago•1 comments

The Art of Computer Programming by Donald E. Knuth

https://www-cs-faculty.stanford.edu/~knuth/taocp.html
3•archargelod•29m ago•0 comments

Every AI Company Needs a Context Graph. None of Them Need the Same One

https://hydradb.com/blog/ai-context-graph-ontology-infrastructure
2•manveerc•33m ago•0 comments

Show HN: FCS – an open protocol for splitting contributions in pre-company teams

https://github.com/zlaska/FCS
1•zlaska•34m ago•1 comments

Effect HTTP Recorder

https://github.com/anomalyco/effect-http-recorder
1•handfuloflight•34m ago•0 comments

Maestro: Agentic Mobile UI Testing

https://maestro.dev/
2•handfuloflight•35m ago•0 comments

GPTBot is the most blocked crawler among websites that get organic traffic

https://sitestatsdb.com/explore/blocked-bots
1•keywordian•37m ago•0 comments

Steam Summer Sale Simulator

https://steamsalesimulator.com/
1•evo_9•37m ago•0 comments

EU to delay pre-authorised travel system after border chaos

https://www.ft.com/content/de332c29-8270-44d8-b535-aabc42692f03
3•JumpCrisscross•38m ago•1 comments

Why Gen Z is falling in love with film photography

https://theconversation.com/why-gen-z-is-falling-in-love-with-film-photography-282454
3•0in•41m ago•0 comments

Odin 1.0 Announcement

https://www.youtube.com/watch?v=dLPAqXi9In0
4•jhack•42m ago•2 comments

Loan – Stashfin

https://play.google.com/store/apps/details?id=com.stashfin.android&hl=en
1•Chirag12boss•49m ago•0 comments

Jet Engine on a Tractor: AI's Big Productivity Trap

https://www.uptimelabs.io/articles/jet-engine-on-a-tractor-ais-big-productivity-trap
1•aravindputrevu•51m ago•0 comments

Hayabusa2 captures images of asteroid Torifune

https://global.jaxa.jp/press/2026/07/20260706-3_j.html
1•pinewurst•53m ago•0 comments

How Prompt Tuning Improved GPT-5.5 in VS Code

https://code.visualstudio.com/blogs/2026/07/06/optimizing-vscode-coding-harness-model-providers
1•PieUser•53m ago•0 comments