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Major Updates to Cloudflare Observability

https://blog.cloudflare.com/one-observability-platform/
1•thatslast•2m ago•0 comments

Latency, energy and memory of π0.5, GR00T, SmolVLA and more on Jetson boards)

https://ixian.zetic.ai/models/compare
2•kimys1324•3m ago•0 comments

Samenland – Plant a Seed. Watch It Grow

https://samenland.app/#
1•doener•5m ago•0 comments

More Math, Less Ego – Erik Demaine [video]

https://www.youtube.com/watch?v=Gdc1yll04qI
2•nill0•5m ago•0 comments

Remembering a Rare Thaw in the Cold War

https://maritime-executive.com/editorials/operation-breakthrough-remembering-a-rare-thaw-in-the-c...
1•gone35•5m ago•0 comments

Ask HN: Nepal Government wants Google Play Merchant access for its Developers

1•njsubedi•6m ago•0 comments

How is life at different levels of GDP per capita?

https://ourworldindata.org/data-insights/how-is-life-at-different-levels-of-gdp-per-capita
1•alphabetatango•9m ago•0 comments

Electronic fibers weave touchscreen into sleeve that survives machine washing

https://www.designboom.com/technology/electronic-fibers-touchscreen-sleeve-machine-washing-nation...
2•thunderbong•11m ago•0 comments

N-gram hinted language modeling: NanoGPT Speedrun in 6.7s

https://brunborg.com/n-gram-hinted-lm
1•simonpure•11m ago•0 comments

Historic records of exports Russian petrolium products including AGIOI FANENDES

https://www.blackseanews.net/en/read/223706
2•paaloeye•11m ago•0 comments

BlueChip

https://www.anduril.com/bluechip
1•bookofjoe•13m ago•1 comments

Natural Emergent Misalignment from Reward Hacking in Production RL [pdf]

https://www-cdn.anthropic.com/daad4360a8bdc707f8b22e3e745796ba27e57fb3.pdf
1•espeed•15m ago•0 comments

Opera adds local AI to its browsers

https://press.opera.com/2026/10/27/opera-doubles-down-on-local-ai-shipping-models-directly-in-its...
1•simonpure•21m ago•1 comments

Princeton to provide ChatGPT accounts for all students, faculty, staff

https://www.dailyprincetonian.com/article/2026/10/princeton-news-breaking-adpol-princeton-to-prov...
1•seam_carver•22m ago•0 comments

World Models explained in 7 mins

https://www.youtube.com/watch?v=d79HOo1fUhc
1•lroe•24m ago•0 comments

Oldest customer complaint in recorded history

https://en.wikipedia.org/wiki/Complaint_tablet_to_Ea-n%C4%81%E1%B9%A3ir
2•jameslk•25m ago•0 comments

Git for All Global Law

https://github.com/lexifina/global-law
1•alansaber•27m ago•1 comments

OpenAMRobot

https://github.com/openAMRobot
1•gmays•30m ago•0 comments

Microsoft Azure revenue surges 48% to $33.2B, beating expectations

https://www.geekwire.com/2026/microsoft-azure-revenue-surges-48-to-33-2b-beating-expectations-as-...
1•RoadieRoller•39m ago•0 comments

GPU or PSU coil whine: a test log and 47 owner reports across 44 models

https://techfuelhq.com/articles/gpu-or-psu-coil-whine/
1•LKWOODIV•43m ago•0 comments

Congo's Ebola outbreak tops 10k cases as authorities race to slow the spread

https://www.nbcnews.com/world/africa/congos-ebola-outbreak-tops-10000-cases-authorities-race-slow...
3•gmays•45m ago•0 comments

I made a web app for navigating the Bible

https://theamazingword.org/
1•_enjoi•45m ago•1 comments

Local Inference with Large Language Models

https://jacquesmattheij.com/local-inference-with-large-language-models/
1•jacquesm•45m ago•1 comments

Show HN: Linesofrelief] – Opinionated contour map in Rose Pine

https://linesofrelief.ink/
1•cjododev•46m ago•0 comments

Apple's New Touchscreen MacBook Pro Costs Up to $14,549

https://www.macrumors.com/2026/10/28/new-macbook-pro-maxed-out-cost/
6•sumnole•47m ago•0 comments

Rian Johnson has released an iOS camera app

https://twitter.com/rianjohnson/status/2115436064458621189
1•brzz•48m ago•1 comments

Caching, Bot Defense and a CDN

https://www.coryd.dev/posts/2026/caching-bot-defense-and-a-cdn
1•cdrnsf•52m ago•0 comments

Testing Silicon Photonics at Scale

https://www.semi.org/en/blogs/testing-silicon-photonics-at-scale
1•gmays•54m ago•0 comments

The Accessible Components Library

https://tetralogical.com/blog/2026/10/14/accessible-components-library/
1•birdculture•55m ago•0 comments

Syl: Compile-Time Dependent Types

https://thenumb.at/Syl-Intro/
1•surprisetalk•1h ago•0 comments
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.