Meet Android Use - an open source library that gives AI agents hands to control native Android apps. It bypasses expensive vision models to run on cheap hardware, automating field ops in places laptops can't go. Watch Android Use in action:

My 12+ years at AWS talking with people at companies of all shapes and sizes give me a hot take on this: Most people just never *need* their app to be performant. Nor to scale well. The average enterprise app is a toy. The broad majority of startup software never truly reaches

I built a GPU-accelerated linear programming solver in PyTorch that scales to 100k+ variables and constraints -- and is competitive with state-of-the-art solvers. The entire implementation is only ~350 lines (excl. docs / logging) and is meant to be as simple as possible.

This is one of the few courses I went though when I was trying to understand pytroch on a minimalistic level, trying to create it from scratch a few months back! github.com/harvard-edge/c… This is an amazing repository for the same along with notes on edge deployment, ml system

« Don’t ever make the mistake [of thinking] that you can design something better than what you get from ruthless massively parallel trial-and-error with a feedback cycle. That’s giving your intelligence much too much credit. » (Linus Torvalds) « In my field of research (machine

If you’re applying to Cloudflare Developers (or anywhere else), listen up. I’ve been hiring non-stop for 15 months. Here are 6 tips to make your application stand out & your interviews more impactful:

Much like the switch in 2025 from language models to reasoning models, we think 2026 will be all about the switch to Recursive Language Models (RLMs). It turns out that models can be far more powerful if you allow them to treat *their own prompts* as an object in an external

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Most students find Competitive Programming (CP) difficult not because they can't code, but because they fear Maths. ​ ​Here are the 3 basic Math Algorithms that solve a large number of Number Theory problems 👇

NVIDIA just released a new open source transcription model, Nemotron Speech ASR, designed from the ground up for low-latency use cases like voice agents. Here's a voice agent built with this new model. 24ms transcription finalization and total voice-to-voice inference time under

A must-read paper to understand the Postgres optimizer’s magical cases: arxiv.org/abs/2101.01507

Is anyone using #cpp modules in anything production related? What compilers are you using?

AI agents will be a big part of how we shop in the not-so-distant future. To help lay the groundwork, we partnered with Shopify, Etsy, Wayfair, Target and Walmart to create the Universal Commerce Protocol, a new open standard for agents and systems to talk to each other across

ClickBench now runs the Polars streaming engine. Polars is the fastest solution on that benchmark on Parquet file(s) 😎 The speed is there. This year, we will tackle out of core (spill to disk) and distributed to truly tackle scale. benchmark.clickhouse.com/#system=-ahi|A…

One of the best ways to learn Postgres internals is to search the codebase for the README files and... read them. They usually explain the internals, design decisions, tradeoffs, gotchas, etc. For example, my recent post on HOT optimization was based on:

eBPF interactive learning! ebpf.party

🦀 Best Rust learning strategy: read great code This code-dive on uv (Python pkg manager) OnceMap shows how real-world async Rust avoids duplicate work: • DashMap for concurrency • Notify to park/wake waiters • race fixed with pin! codepointer.substack.com/p/uv-oncemap-r… #rust #rustlang

You can now clone a human voice in real time without tokenization. OpenBMB just open sourced VoxCPM weights with real time streaming and LoRA fine tuning. It runs at ~0.15 real time factor on a single RTX 4090. 𝗧𝗵𝗶𝘀 𝗿𝗲𝗺𝗼𝘃𝗲𝘀 𝘁𝗼𝗸𝗲𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻 𝗳𝗿𝗼𝗺 𝗧𝗧𝗦

So there was quite a sensational rant post titling "DuckDB beats Polars for 1TB of data" and the video "Polars Got Destroyed by DuckDB in this 1TB Test" that was shared a lot. There was no code shared for Polars and upon request, we were ignored. These posts were conveniently

If you’re building an agent, or you’re simply curious about what’s happening under the hood with Codex, this is worth a look. PS: the Codex CLI harness is open source. I strongly recommend reading the system prompt—it’s a useful reference for the level of guidance these systems