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.

Hasbro's TV Contracts Ask Child Voice Actors to Sign Rights Away for AI Use

https://www.hollywoodreporter.com/business/business-news/studio-minor-performers-surrender-voices...
1•ilamont•1m ago•0 comments

Show HN: Mouse.party

https://mouse.party
1•willmeyers•4m ago•0 comments

An oral history of Bank Python (2021)

https://calpaterson.com/bank-python.html
2•tosh•5m ago•0 comments

Air-Bus Hijacking: Silently Taking over Avionics Systems

https://dl.acm.org/doi/pdf/10.1145/3626205.3659144
3•austinallegro•6m ago•0 comments

GLM-5.2 (Max) API Provider Benchmarking and Analysis

https://artificialanalysis.ai/models/glm-5-2/providers
1•codycharris•6m ago•0 comments

Parallel Parentheses Matching

https://williamdue.github.io/blog/parallel-parentheses-matching
4•Athas•7m ago•0 comments

Javelinas

https://www.nps.gov/bibe/learn/nature/javelina.htm
1•mooreds•8m ago•0 comments

Can AI Effectively Approve Production Infra Changes?

https://newsletter.masterpoint.io/p/can-ai-effectively-approve-production-infra-changes
1•mooreds•9m ago•0 comments

A memory layer of your day (meetings, notes and docs)

https://pitara.ai/login?next=%252F
1•chayanvinayak•9m ago•1 comments

Snyk Finds Prompt Injection in 36% of Payloads in a ToxicSkills Study

https://snyk.io/blog/toxicskills-malicious-ai-agent-skills-clawhub/
1•mooreds•9m ago•0 comments

Outl syncs notes peer-to-peer, end-to-end encrypted, with no server

https://outl.app/blog/private-by-default.html
1•avelino•11m ago•0 comments

Finland's unemployment rate rises to highest level this century

https://yle.fi/a/74-20233070
1•littlexsparkee•12m ago•0 comments

Tracing a silent-corruption bug in differentially private LoRA fine-tuning

https://imranahamed.substack.com/p/the-dp-lora-silent-corruption-how
1•immu4989•13m ago•0 comments

Linux Foundation announces Akrites: coord/remediate/disclose OSS vulnerabilities

https://akrites.org/
1•dwheeler•15m ago•0 comments

Show HN: CodeCritic – Arduino code that compiles and simulates before you build

https://drive.google.com/file/d/1FyT0EQ4WPzOghOOzFeHyfLHUh_uIOg6J/view?usp=sharing
2•Abhro•15m ago•0 comments

The Doorman's Fallacy in Action

https://rozumem.xyz/posts/17
3•rozumem•19m ago•0 comments

Feds deny Polestar authorization to sell cars in US from model year 2027

https://arstechnica.com/cars/2026/06/feds-deny-polestar-authorization-to-sell-cars-in-us-from-mod...
4•Quinner•19m ago•0 comments

Why we're choosing stewardship over an exit – Thoughtbot

https://thoughtbot.com/blog/why-we-re-choosing-stewardship-over-an-exit
1•FrancoisBosun•19m ago•0 comments

"My dad is Li Gang" incident ("我爸是李刚"案)

https://en.wikipedia.org/wiki/Li_Gang_incident
1•firefax•19m ago•0 comments

Show HN: Omnigraph - object-storage native graph engine with git-style workflows

https://github.com/modernrelay/omnigraph
2•ragnor•20m ago•0 comments

Scaling Rails at Aura Frames: Splitting to 8 Primary DBs

https://andyatkinson.com/how-aura-frames-scales-for-peak-load-ruby-on-rails
1•chao-•20m ago•0 comments

Show HN: Polygraph – Let AI agents see cross repo and maintain session memory

https://trypolygraph.com/
4•jeffbcross•20m ago•0 comments

Cornell Recovered $100k in Unidentified Payments with AI

https://innovationhub.ai.cornell.edu/articles/how-cornell-recovered-100000-in-unidentified-paymen...
2•simonpure•21m ago•0 comments

Russia's plan to drill superdeep revives controversial theory of 'endless oil'

https://www.science.org/content/article/russia-s-plan-drill-superdeep-holes-arctic-revives-contro...
3•Kaibeezy•22m ago•0 comments

Show HN: I built an Ad-free Pinterest Alternative with AI content filtering

https://moodloom.xyz
1•akshat368•24m ago•1 comments

Trying to recover from thin content penalty from Google

2•anitroves•25m ago•2 comments

Idler Magazine

https://www.idler.co.uk/
1•tomjakubowski•26m ago•0 comments

AI Surveillance: Age Verification Meets Your Chat Logs

https://techtrenches.dev/p/the-cost-of-reading-everyone-just
2•pavel_lishin•26m ago•0 comments

Staying Awake (2008)

https://harpers.org/archive/2008/02/staying-awake/
1•NaOH•28m ago•0 comments

The easy way to build your own App and SaaS Analytics Dashboard, without SDKs

https://nerdsip.com/blog/how-to-build-your-own-app-analytics
1•wrangeliese•28m ago•0 comments