Hacker News with Generative AI: Databases

Observability 2.0 and the Database for It (greptime.com)
Observability 2.0 is a concept introduced by Charity Majors of Honeycomb, though she later expressed reservations about labeling it as such(follow-up).
What every developer needs to know about in-process databases (graphgeeks.org)
SQLite, the mother of all in-process (aka embedded, embeddable, or serverless) DBMSs, has been wildly popular for over two decades.
PgDog is a transaction pooler logical replication manager can shard PostgreSQL (github.com/pgdogdev)
PgDog is a transaction pooler and logical replication manager that can shard PostgreSQL.
A Principled Approach to Querying Data – A Type-Safe Search DSL (claudiu-ivan.com)
The rise of local-first web applications demands a rethinking of traditional client-server architectures.
Instant SQL for results as you type in DuckDB UI (motherduck.com)
Today, we’re releasing Instant SQL, a new way to write SQL that updates your result set as you type to expedite query building and debugging – all with zero-latency, no run button required. Instant SQL is now available in Preview in MotherDuck and the DuckDB Local UI.
Show HN: Moose – OSS framework to build analytical back ends with ClickHouse (fiveonefour.com)
Moose lets you develop analytical backends in pure TypeScript or Python code like this:
Show HN: Advanced-Alchemy – A framework agnostic library for SQLAlchemy (github.com/litestar-org)
A carefully crafted, thoroughly tested, optimized companion library for SQLAlchemy, offering:
ClickHouse gets lazier and faster: Introducing lazy materialization (clickhouse.com)
Imagine if you could skip packing your bags for a trip because you find out at the airport you’re not going. That’s what ClickHouse is doing with data now.
Ask HN: Has anyone used Riak? Thoughts? (ycombinator.com)
I’ve just stumbled upon RIAK. It seems like a very cool technology. Almost like an alternative to kubernetes. Has anyone used it in production? Why isn’t it more well known? It seems like an awesome solution.
Lessons learned operating petabyte-scale ClickHouse clusters: Part II (tinybird.co)
This is the second part of the series. Here's more of what I've learned from operating petabyte-scale ClickHouse clusters for the last 5+ years.
Decomposing Transactional Systems (transactional.blog)
(All) Databases Are Just Files. Postgres Too (tselai.com)
Dear reader: If you’re feeling an urge to comment solely based on the title, just be warned that too many have done so already.
Arch Linux to Switch from Redis to Valkey (archlinux.org)
Valkey, a high-performance key/value datastore, will be replacing redis in the [extra] repository.
Libro: a command-line tool to track your books (github.com/mkaz)
📚 Libro: A simple command-line tool to track your reading history, with your data stored locally in a SQLite database.
Memory Size Matters to PostgreSQL (pgdba.org)
Nowadays it’s not uncommon to deal with machines with hundreds of GB of RAM.
Just Throw It into Postgres (simonsafar.com)
When you think of databases... it probably looks like a neatly organized schema of multiple tables, having unique ids connecting them, neatly listing names, addresses and other well-defined entities. It's either something corporate, or... maybe a PHP webapp? A forum?
SQLite transactions and virtual tables (misfra.me)
In my previous post I introduced SQL virtual tables and how to use them in Go—registering modules per connection, defining schemas, and querying external sources as regular tables.
Valkey to Replace Redis in the Arch Linux [extra] Repository (archlinux.org)
Valkey, a high-performance key/value datastore, will be replacing redis in the [extra] repository.
Heroku migrated PostgreSQL databases to Amazon Aurora (amazon.com)
In this post, we discuss how Heroku migrated their multi-tenant PostgreSQL database fleet from self-managed PostgreSQL on Amazon Elastic Compute Cloud (Amazon EC2) to Amazon Aurora PostgreSQL-Compatible Edition.
Manga Guide To Databases (2004) [pdf] (oberstar.eu.org)
Sqlc: Generate type-safe code from SQL (github.com/sqlc-dev)
sqlc generates type-safe code from SQL.
All Databases Are Just Files (tselai.com)
SQLite and DuckDB have earned their popularity in the data world, and for good reason. I’m a big fan of both. Their appeal is simple: they’re just files. You can see, copy, and move them around like any other file.
European Union Vulnerability Database (EUVD) (europa.eu)
Hacking the Postgres wire protocol (pgdog.dev)
PgDog is a network proxy and it can see every byte sent between Postgres and the clients. It understands SQL and can infer where queries should go, without requiring changes to application code.
SQLite File Format Viewer (pages.dev)
A hackable AI assistant using a single SQLite table and a handful of cron jobs (geoffreylitt.com)
There’s a lot of hype these days around patterns for building with AI. Agents, memory, RAG, assistants—so many buzzwords! But the reality is, you don’t need fancy techniques or libraries to build useful personal tools with LLMs.
Query Engines: Push vs. Pull (2021) (justinjaffray.com)
People talk a lot about “pull” vs. “push” based query engines, and it’s pretty obvious what that means colloquially, but some of the details can be a bit hard to figure out.
Postpass – a public OSM PostGIS instance (openstreetmap.org)
Show HN: HelixDB – Native graph and vector types for RAG and retrieval (github.com/HelixDB)
HelixDB is a powerful, graph-vector database built in Rust for millisecond query latency and ease of use.
Show HN: Pg_CRDT – CRDTs in Postgres Using Automerge (github.com/supabase)
pg_crdt is an experimental extension adding support for conflict-free replicated data types (CRDTs) in Postgres.