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503 articles Visit blog β†’

1. BM25 is only as good as your tokens (neon.com)

Lakebase Search is the search primitive of the Neon backend. One of the best things about it is that it ranks keyword results with BM25. That said, BM25 can only score the terms it's given.

4. Generate embeddings with Neon AI Gateway (neon.com)

Neon AI Gateway now serves embedding models on the same OpenAI-compatible endpoint and with the same credential you already use for chat. Generate vectors, store them in Lakebase Postgres, and query them with Lakebase Search, all inside one Neon branch.

5. Announcing @neon/effect (neon.com)

@neon/effect brings the Neon SDK to Effect. Provision projects and branches, handle tagged errors and compose infrastructure workflows with retries, cancellation and timeouts.

7. How we systematically improved our reliability (neon.com)

Earlier this year, we had two incidents in one week. After those incidents, we doubled down on reliability. This post summarizes the reliability work we've been rolling out since then to keep uptime high as our fleet, product, and customer base grow.

11. Electrifying Neon: building the realtime backend (neon.com)

Now that we've announced GA for Neon's complete backend, one of the things we're most excited about coming next is adding realtime to the Neon platform. Not least because it's being worked on by the team from Electric, who recently joined Neon at Databricks.

12. When a file is uploaded, run the job on Neon (neon.com)

A file in a bucket is just bytes; when you upload it, there is often a job to do next with that file, and that job usually involves Postgres - a `files` row, a status, a thumbnail key. That is a perfect Neon Functions job; the missing piece was something to start the Function when the object appeare...

13. Your Neon Functions can now run on a schedule (neon.com)

During the beta phase, the only way to run a Neon Function was to send it an HTTP request. That works well for jobs triggered by your app, but not so much for backend jobs. If you wanted to pull an external API into Postgres every 15 minutes, you needed an external scheduler. Also, using pg_cron mea...

14. Custom domains for Neon Functions (neon.com)

During beta, each Function was reachable only at its Neon invocation URL, something like `https://br-cool-forest-a1b2c3d4-api.compute.c-2.us-east-2.aws.neon.tech`. Now, we support custom domains - you can put it behind `api.example.com` instead.

18. Improving Lakebase Postgres Compute Cache on Neon, Part 1 (neon.com)

On large fixed-size Lakebase Postgres computes on Neon, we now put most of the machine's memory into Postgres shared buffers and back that cache with huge pages. Hot pages stay in DRAM instead of falling through to a local disk cache, so the same working set is served faster and with less CPU.

19. Comparing token economics across 42 AI models (neon.com)

If headcount is often a company's largest cost, tokens will be a close second soon as agents take on more work. Imagine how much $$ a software company will be able to save just by pre-selecting models that are efficient to run, especially in large companies with many engineers using coding agents.

20. Give your agent Neon tools (neon.com)

Today we're launching @neon/tools, a package that turns the @neon/sdk ergonomic client into typed agent tools with adapters for MCP, Mastra, and Eve. We're also using it to expand the hosted Neon MCP Server.

22. Building patterns unlocked by scale to zero (neon.com)

Most hosted Postgres pricing works like this: you pick an instance size, the vendor assumes the instance will run for about 730 hours a month, and you pay for those hours. Lakebase Postgres addresses that waste with autoscaling and scale to zero.

23. Autoscaling Lakebase Postgres (neon.com)

Choosing a database instance size before you know the workload is an old building pattern. Lakebase Postgres omits the sizing experience altogether thanks to autoscaling.

24. Introducing Neon Labs (neon.com)

Today we're launching Neon Labs, a home for experimental tools built around Lakebase Postgres. We want Neon Labs to be a playground for ideas that could help the broader Postgres community.

25. Just landed in the Neon CLI (neon.com)

The Neon CLI moved fast over the last couple of months. It is a key tool for agents, who do all the work without ever opening the Console - let’s take a look at some of recent changes.

26. WAL + S3: Lakebase storage for the era of agents (neon.com)

Agents treat code as lightweight: branch it, deploy it, throw it away. The infrastructure under that code should work the same way. Working with an OLTP database is traditionally heavy and full of friction, but very little of that is a Postgres problem.

27. Open-weight models are fast on Neon AI Gateway. Here's why (neon.com)

Open-weight models are built for performance, but how they're served determines whether end users actually feel that speed. Neon AI Gateway calls Databricks Foundation Model APIs for Databricks-hosted open-weight models, a stack that has years of inference engineering behind it.

28. Query Neon backend logs (neon.com)

We keep expanding our backend observability - the most recent addition: you can now query backend logs outside the Console! neon logs reads what Neon Functions and Object Storage emit on a branch, with filters for source, severity, and message text.

29. Neon Functions: backend logic next to your data (neon.com)

Neon Functions are Node.js 24 compute you deploy onto a Neon branch, in the same region as your Lakebase Postgres database, with DATABASE_URL injected automatically. They're long-running enough that agents can stream for minutes and WebSockets or SSE can stay open while data flows.

30. LLMs belong in your backend (neon.com)

Neon AI Gateway is how we put LLM calls into the Neon backend the same way we put files, functions, and auth there. It allows you to call models right from Neon, instead of collecting lab accounts.
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