Clelia Astra Bertelli

Eden Rancore

It touches upon war, the environmental crisis, capitalism, the evolution of AI and, in general, it follows the evil that accompanied humanity from the very beginning (the biblical "Eden") in the form of an apple.
Highly recommend: music.youtube.com/watch?v=4ie...

In these times of war and uncertainty, I stumbled across an old song by an Italian rapper that I used to enjoy some years ago.

GitHub - AstraBert/jake: Make-like task executor for Unix OS Make-like task executor for Unix OS. Contribute to AstraBert/jake development by creating an account on GitHub.

Explore the GitHub repo: github.com/AstraBert/jake
More updates are on the way: stay tuned!🚀

jake, the Make alternative I built with Rust, just reached v0.4.0 🦀

Here’s what’s new:
- Execute composite commands using operators like && and | 👩‍💻
- Run tasks from any subdirectory where jakefile.toml is defined ⚙️
There’s also a brand-new documentation website: jake-build.com 👀

🎥 Watch the full video here:
📘 Or get started right away with the docs (UI + code examples): developers.llamaindex.ai/python/clou...

GitHub - AstraBert/quache: In-memory KV store written in both Rust and Go to compare DevX and performance In-memory KV store written in both Rust and Go to compare DevX and performance - AstraBert/quache

You can read the full write-up here: clelia.dev/2026-03-02-... 📝
And you can find all the code here: github.com/AstraBert/q...

Rust and Go are often compared across many dimensions. Since I’ve been working with both languages recently, I decided to put them to the test by building the same project in each: an in-memory, single-node KV store📁

I focused on comparing developer experience and performance in my own use case👩‍💻

GitHub - AstraBert/squite: UI for SQLite written in Rust UI for SQLite written in Rust. Contribute to AstraBert/squite development by creating an account on GitHub.

Nothing fancy, but if you need some quick-and-dirty visualization, SqUIte might be the tool for you :)
It was cool to play with the egui app model and get my hands dirty with rusqlite, will definitely do it more👀
In the meantime, you can star the GitHub repo: github.com/AstraBert/s... ✨

New Rust project: 𝗦𝗾𝗨𝗜𝘁𝗲, a UI for SQLite🦀
Having heard some pretty interesting things about Rust's desktop ecosystem, I decided to give 𝗲𝗴𝘂𝗶 a try, building a lightweight desktop app that allows users to visualize results from SQL queries as tables✨

Create a Deal Sourcing Agent with LlamaAgents Builder LlamaAgents Builder lets you go from a plain-language description to a deployed document processing agent. We walk through building a private equity deal-sourcing agent that classifies deal memos into investment strategies and extracts key financial metrics, all the way from prompt design to a live, testable deployment.

Read the blog: www.llamaindex.ai/blog/creati...

Yesterday, we published a full walkthrough of how to use LlamaAgents Builder end-to-end with a real-world use case, covering prompt and context engineering best practices, workflow visualization tricks and tips on how to best iterate with the builder over multiple turns.

New blog post alert!🦙✨
At @llamaindex.bsky.social we shipped LlamaAgents Builder to make it the fastest way to build a document agent only with natural language.

We need better community management tooling from platforms like @github.com to prevent the slopocalypse to forever ruin dev communities for humans.

On the contrary, you risk to pollute the codebase and prevent other _human_ contributors from getting their first contributions in, because you're so eager to get the "OSS contributor badge of honor" and coding agents can speedrun it for you.

Open Source is not a race: you don't win anything if you merge 5 PRs in two days, especially if those PRs mostly consist of AI-generated slop.

I've been seeing an alarming pattern in OSS GitHub communities lately: people just scraping issues, pinging maintainers with urgency to get the issues assigned to them and producing PRs (mostly through coding agents) within minutes of maintainers agreeing to assign the issue.

Discord - Group Chat That’s All Fun & Games Discord is great for playing games and chilling with friends, or even building a worldwide community. Customize your own space to talk, play, and hang out.

📍The live will start at 4PM CET and you can join us here: discord.gg/PcgpnXa2?ev...
If you're building AI systems in Rust, don't miss out!🦀

The @qdrant.bsky.social team and I will discuss lessons learnt when migrating to Qdrant Edge as a backend for on-disk vector storage in Rust, as well as the performance gains and common pitfalls to avoid👩‍💻

Hey Rustacean friends!🦀
This Friday I'll be talking about how we migrated to Qdrant Edge for the storage layer of Semtools, @llamaindex.bsky.social's Rust-powered CLI toolkit for local document intelligence🦙

Build Agents From Your Files (with LlamaAgents Builder) In this quick demo, Clelia walks you through the new file upload feature in LlamaAgents Builder. Upload example files to give the agent a concrete starting p...

The more representative your examples, the more accurate the generated application will be📈

🎥 Watch the full walkthrough: youtu.be/5Nk6KZhBDbQ
🦙 Get started with LlamaCloud: cloud.llamaindex.ai/signup

We’ve been cooking at @llamaindex.bsky.social🍳

Almost a month ago, we launched LlamaAgents Builder, a natural language interface for building agentic document workflows📁

Today, we’re excited to announce file upload support: add your PDFs, and the agent will use them to build your use case🚀

GitHub - AstraBert/jake: Make-like task executor for Unix OS Make-like task executor for Unix OS. Contribute to AstraBert/jake development by creating an account on GitHub.

Take a look at the demo☝️
GitHub repo: github.com/AstraBert/Jake
Install: 𝘤𝘢𝘳𝘨𝘰 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 𝘫𝘢𝘬𝘦 or 𝘯𝘱𝘮 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 @𝘤𝘭𝘦-𝘥𝘰𝘦𝘴-𝘵𝘩𝘪𝘯𝘨𝘴/𝘫𝘢𝘬𝘦

Are you looking for a Make alternative?👀
Meet 𝗷𝗮𝗸𝗲, a task executor I wrote in Rust🦀
- Tasks are defined with TOML syntax
- No .PHONY, no strict spacing rules
- Tasks can depend on one another, and there are circular dependency checks
- You can pass additional options to task when invoking them

🚀 Big drop from Google DeepMind: Gemini 3.1 Pro is here, and we built a hands-on demo powered by LlamaCloud to put it to work and turn your receipt photos into real financial insights!

Friendly reminder that pinging a maintainer on Discord more than once to ask a review for your PR or writing to their personal email (!) for the same purpose is not (and will never be) an acceptable behavior🤗

GitHub - AstraBert/jake: Make-like task executor for Unix OS Make-like task executor for Unix OS. Contribute to AstraBert/jake development by creating an account on GitHub.

GitHub Repo: github.com/AstraBert/jake
Install: 𝘯𝘱𝘮 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 @𝘤𝘭𝘦-𝘥𝘰𝘦𝘴-𝘵𝘩𝘪𝘯𝘨𝘴/𝘫𝘢𝘬𝘦 or 𝘤𝘢𝘳𝘨𝘰 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 𝘫𝘢𝘬𝘦

- Tasks are defined through TOML syntax
- Tasks can depend on multiple other tasks
- No .PHONY requirements
- No strict spacing
Bonus: you can easily set it up in your @github workflows through the 𝘈𝘴𝘵𝘳𝘢𝘉𝘦𝘳𝘵/𝘴𝘦𝘵𝘶𝘱-𝘫𝘢𝘬𝘦 action.
Plus Rust provides pure speed and robustness⚡

I built a Make-like CLI tool in Rust🦀
I noticed that my Makefiles mostly included simple commands, for whom Make syntax felt a tad too overengineered⚙️
That's why I created 𝗷𝗮𝗸𝗲 (that stands for "just make"):

The anatomy of a document processing agent Exploring the building blocks of LobsterX, a document-processing agent inspired by OpenClaw

📦 Install: 𝘶𝘷 𝘵𝘰𝘰𝘭 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 𝘭𝘰𝘣𝘴𝘵𝘦𝘳𝘹 --𝘱𝘳𝘦𝘳𝘦𝘭𝘦𝘢𝘴𝘦=𝘢𝘭𝘭𝘰𝘸
📚 Read more: github.com/AstraBert/w...
📝 Read the blog: clelia.dev/2026-02-09-...

3. The agent is self-hostable and can be used both as a Docker image and as a uv tool, and is available as a Telegram bot💬