#code

the short version is that it’s now possible to point a coding agent at some other open source project and effectively tell it “port this to language X and make sure the tests still pass” and have it do exactly that.

the short version is that it’s now possible to point a coding agent at some other open source project and effectively tell it “port this to language X and make sure the tests still pass” and have it do exactly that.

Does this library represent a legal violation of copyright of either the Rust library or the Python one? #

I decided that the right thing to do here was to keep the open source license and copyright statement from the Python library author and treat what I had built as a derivative work, which is the entire point of open source.

Even if this is legal, is it ethical to build a library in this way? #

After sitting on this for a while I’ve come down on yes, provided full credit is given and the license is carefully considered. Open source allows and encourages further derivative works! I never got upset at some university student forking one of my projects on GitHub and hacking in a new feature that they used. I don’t think this is materially different, although a port to another language entirely does feel like a slightly different shape.

The much bigger concern for me is the impact of generative AI on demand for open source. The recent Tailwind story is a visible example of this—while Tailwind blamed LLMs for reduced traffic to their documentation resulting in fewer conversions to their paid component library, I’m suspicious that the reduced demand there is because LLMs make building good-enough versions of those components for free easy enough that people do that instead.

Cumulative Layout Shift (CLS) is a stable Core Web Vital metric. It's an important, user-centric metric for measuring visual stability because it helps quantify how often users experience unexpected layout shifts. A low CLS helps ensure that the page is delightful.

A comprehensive email domain validation library. Supports DNS, MX, SPF, SMTP, DKIM, DMARC, BIMI, TLSRPT and MTA-STS.

MX record validation SMTP server connection testing DKIM record lookup DMARC policy validation MTA-STS support (RFC 8461) IPv4/IPv6 support Local IP blocking DNS failover resolvers Punycode/IDN support TypeScript support

Cool

DeepWiki provides up-to-date documentation you can talk to, for every repo in the world. Think Deep Research for GitHub.

OAuth2-Proxy is a flexible, open-source tool that can act as either a standalone reverse proxy or a middleware component integrated into existing reverse proxy or load balancer setups. It provides a simple and secure way to protect your web applications with OAuth2 / OIDC authentication. As a reverse proxy, it intercepts requests to your application and redirects users to an OAuth2 provider for authentication. As a middleware, it can be seamlessly integrated into your existing infrastructure to handle authentication for multiple applications.

OAuth2-Proxy supports a lot of OAuth2 as well as OIDC providers. Either through a generic OIDC client or a specific implementation for Google, Microsoft Entra ID, GitHub, login.gov and others. Through specialised provider implementations oauth2-proxy can extract more details about the user like preferred usernames and groups. Those details can then be forwarded as HTTP headers to your upstream applications.

Translate inputs to provider's endpoints (/chat/completions, /responses, /embeddings, /images, /audio, /batches, and more) Consistent output - same response format regardless of which provider you use Retry/fallback logic across multiple deployments (e.g. Azure/OpenAI) - Router Track spend & set budgets per project LiteLLM Proxy Server

SearXNG is a free internet metasearch engine which aggregates results from up to 244 search services. Users are neither tracked nor profiled. Additionally, SearXNG can be used over Tor for online anonymity.

Get started with SearXNG by using one of the instances listed at searx.space. If you don’t trust anyone, you can set up your own, see Installation.

The Tool Search Tool lets Claude dynamically discover tools instead of loading all definitions upfront. You provide all your tool definitions to the API, but mark tools with defer_loading: true to make them discoverable on-demand. Deferred tools aren't loaded into Claude's context initially. Claude only sees the Tool Search Tool itself plus any tools with defer_loading: false (your most critical, frequently-used tools).

With Programmatic Tool Calling:

Instead of each tool result returning to Claude, Claude writes a Python script that orchestrates the entire workflow. The script runs in the Code Execution tool (a sandboxed environment), pausing when it needs results from your tools. When you return tool results via the API, they're processed by the script rather than consumed by the model. The script continues executing, and Claude only sees the final output.

Loki is a horizontally-scalable, highly-available, multi-tenant log aggregation system inspired by Prometheus. It is designed to be very cost effective and easy to operate. It does not index the contents of the logs, but rather a set of labels for each log stream.

We built pre-commit to solve our hook issues. It is a multi-language package manager for pre-commit hooks. You specify a list of hooks you want and pre-commit manages the installation and execution of any hook written in any language before every commit. pre-commit is specifically designed to not require root access. If one of your developers doesn’t have node installed but modifies a JavaScript file, pre-commit automatically handles downloading and building node to run eslint without root.

I have long defined minimum viable product as the smallest possible product that has three critical characteristics: people choose to use it or buy it; people can figure out how to use it; and we can deliver it when we need it with the resources available – also known as valuable, usable and feasible.

I love the concept popularized by Eric Ries of the smallest possible experiment to test a specific hypothesis, but I refer to that that as an “MVP Test” so that people don’t confuse an experiment with a product.

I run six Claude Code agents in parallel from my phone. No laptop, no desktop—just Termius on iOS and a cloud VM.

The loop is: kick off a task, pocket the phone, get notified when Claude needs input. Async development from anywhere.

Lemmy is similar to sites like Reddit, Lobste.rs, or Hacker News: you subscribe to forums you're interested in, post links and discussions, then vote, and comment on them. Behind the scenes, it is very different; anyone can easily run a server, and all these servers are federated (think email), and connected to the same universe, called the Fediverse.

For a link aggregator, this means a user registered on one server can subscribe to forums on any other server, and can have discussions with users registered elsewhere.

It is an easily self-hostable, decentralized alternative to Reddit and other link aggregators, outside of their corporate control and meddling.

Each Lemmy server can set its own moderation policy; appointing site-wide admins, and community moderators to keep out the trolls, and foster a healthy, non-toxic environment where all can feel comfortable contributing.

Embed charts anywhere. Our chart API generates chart images, QR codes, and more.

Highly customizable. We're built on Chart.js, the most popular open-source charting library. We'll render any Chart.js configuration.

Easy to use. Start by putting your Chart.js definition in a URL: https://quickchart.io/chart?c={your chart here}

No-code support. Not technical? No problem. Design your chart using the Chart Maker, Zapier, or Make.

Cairo is a 2D graphics library with support for multiple output devices. Currently supported output targets include the X Window System (via both Xlib and XCB), Quartz, Win32, image buffers, PostScript, PDF, and SVG file output.

Cairo is designed to produce consistent output on all output media while taking advantage of display hardware acceleration when available (eg. through the X Render Extension).

The cairo API provides operations similar to the drawing operators of PostScript and PDF. Operations in cairo including stroking and filling cubic Bézier splines, transforming and compositing translucent images, and antialiased text rendering. All drawing operations can be transformed by any affine transformation (scale, rotation, shear, etc.)

Cairo is implemented as a library written in the C programming language, but bindings are available for several different programming languages.

A Node JS renderer for Chart.js using canvas.

QuickChart is a service that generates images of charts from a URL. Because these charts are simple images, they are very easy to embed in non-dynamic environments such as email, SMS, chat rooms, and so on.

library to convert HTML and CSS to SVG

Karpenter observes the aggregate resource requests of unscheduled pods and makes decisions to launch and terminate nodes to minimize scheduling latencies and infrastructure cost.