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Harness engineering: leveraging Codex in an agent-first world

https://openai.com/index/harness-engineering/
1•kumulo•3m ago•0 comments

For the first time in history, more Americans are moving to EU than vice versa

https://twitter.com/benbawan/status/2049303326999609846
2•akyuu•3m ago•0 comments

Show HN: Automation Resilience

https://automationresilience.com
1•dewilliamsco•3m ago•0 comments

Qwen-Scope: Official Sparse Autoencoders (SAEs) for Qwen 3.5 Models

https://qwen.ai/blog?id=qwen-scope
1•embedding-shape•3m ago•1 comments

The Grid Doesn't Need More Power Plants (It Needs This) [video]

https://www.youtube.com/watch?v=pLIatO-RA1c
1•zeristor•3m ago•1 comments

Show HN: A cozy reverse city-builder with custom shaders. Free demo on Steam

https://store.steampowered.com/app/4623880/Open_Land_Demo/
1•ralph_sc•4m ago•0 comments

Show HN: Can a person's chess mind outlive them? An attempt with 41 masters

https://playchessgate.com/
1•Tdxt•8m ago•0 comments

Pangram Is Good

https://andrewpwheeler.com/2026/04/30/pangram-is-good/
2•apwheele•8m ago•0 comments

Will Sodium-Ion Batteries Revolutionize Electric Ships?

https://cleantechnica.com/2026/04/27/will-sodium-ion-batteries-revolutionize-electric-ships/
1•xbmcuser•9m ago•0 comments

Unusual shop tips Part 2 by Dan Gelbart [video]

https://www.youtube.com/watch?v=VsOQAayneUo
1•burnt-resistor•9m ago•0 comments

Renewables growth cut Spain's electricity bills by 24.2% over the past two years

https://www.pv-magazine.com/2026/04/30/renewables-growth-cut-spains-electricity-bills-by-24-2-ove...
2•akyuu•11m ago•0 comments

White House workshops plan to bring back Anthropic

https://www.axios.com/2026/04/29/trump-anthropic-pentagon-ai-executive-order-gov
1•JumpCrisscross•13m ago•0 comments

We Asked GPT-5.5 and Claude Opus 4.7 to Design 5 UIs

https://blog.kilo.ai/p/we-asked-gpt-55-and-claude-opus-47
1•heymax054•13m ago•1 comments

Day-ahead electricity prices hit –€500/MWh in France and Germany

https://data.nordpoolgroup.com/auction/day-ahead/prices?deliveryDate=latest&currency=EUR&aggregat...
2•floitsch•15m ago•0 comments

Minilos: A device for intentional listening in the digital age

https://coconauts.net/blog/2026/04/30/minilos/
1•marbartolome•20m ago•0 comments

Iran war drives up circuit board prices, according to report

https://www.heise.de/en/news/Iran-war-drives-up-circuit-board-prices-according-to-report-11276894...
1•pantalaimon•21m ago•0 comments

Use Gmail's 'Manage Subscriptions' Tool to Cut Down on Inbox Clutter

https://www.wired.com/story/gmail-manage-subscriptions-cut-down-on-inbox-clutter/
2•joozio•22m ago•0 comments

I Deleted My Second Brain

https://bulletjournal.com/blogs/bulletjournalist/i-deleted-my-second-brain
1•zdkaster•25m ago•2 comments

Create a digital wardrobe from your Google Photos

https://blog.google/products-and-platforms/products/photos/google-photos-wardrobe-feature/
2•TechTechTech•25m ago•0 comments

1.4 GW: battery storage at former Grohnde nuclear power plant

https://www.heise.de/en/news/1-4-GW-Huge-battery-storage-at-former-Grohnde-nuclear-power-plant-11...
7•pantalaimon•26m ago•0 comments

Show HN: A simple stereogram viewer with zoom and pan

https://github.com/cbbldtgthr/stereogram-viewer
1•cbbldtgthr•26m ago•0 comments

Building reliability into uncertain event delivery (2022)

https://zendesk.engineering/building-reliability-into-uncertain-event-delivery-a09db0750ef9
1•tibbar•29m ago•0 comments

What a chatbot support loop and a meditation hall have in common

https://pilgrima.ge/p/the-swan-in-the-next-room
1•momentmaker•31m ago•0 comments

Mm – Unix tools (find/cat/grep) rebuilt for the multimodal era

https://www.vlm.run/open-source/mm
1•cpnwaugha•35m ago•0 comments

Realtime Faux-Raytraced Interactive 125,000 hair particles on Web

https://imosspro.vercel.app/
3•ldhieu•35m ago•1 comments

Show HN: PortScout – TUI to find and kill processes occupying your ports

https://github.com/abhaikollara/portscout
3•TheThirdTuring•40m ago•0 comments

Considering a Sphere

https://www.solipsys.co.uk/new/ConsideringASphere.html?zd30hn
5•ColinWright•40m ago•0 comments

How to Disable Firefox's New Emoji Picker

https://emsh.cat/en/how-to-disable-firefoxs-emoji-picker/
3•embedding-shape•45m ago•0 comments

The Difference Between "Replicable" and "Not Replicable" Is Not Replicable

https://arxiv.org/abs/2604.26268
4•sebg•47m ago•0 comments

The A.I. Fear Keeping Silicon Valley Up at Night

https://www.nytimes.com/2026/04/30/opinion/ai-labor-work-force-silicon-valley.html
5•pretext•48m ago•0 comments
Open in hackernews

Show HN: ReJot – Database replication framework aimed at developers

https://github.com/rejot-dev/rejot
9•WilcoKruijer•11mo 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•11mo 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•11mo 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•11mo ago
If the consumers stall, doesn't the WAL have to grow in unbounded fashion? Does it place any backpressure on the writers?
WilcoKruijer•11mo 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.