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Trends
- 1
A new open-source Python tool called Agent-Reach, published by developer Panniantong, is gaining traction for letting AI agents read and search major platforms including Twitter, Reddit, YouTube, GitHub, Bilibili and XiaoHongShu through a single command-line interface. Its pitch of full web access with zero API fees is drawing attention from developers building autonomous agents.
- 2
Google has published a new open-source repository called Agent Skills, offering reusable skills for AI agents working with Google products and technologies. The project is written in Python and is already drawing attention from developers, climbing the GitHub trending ranks globally shortly after release. Developers see it as Google's move to standardize how AI agents integrate with its services.
- 3
Sentry, the open-source error tracking and performance monitoring tool maintained by getsentry, is seeing renewed attention among developers. The Python-based platform helps software teams identify and fix crashes and performance issues in production, and remains one of the most widely used monitoring tools in the developer ecosystem.
- 4PSSA: a non-transformer language model built from scratch in Rust●PSSA: A non-transformer language model written from scratch in Rust
A developer has released PSSA, a language model that does not use the transformer architecture, implemented entirely from scratch in Rust and published as an open-source project on GitHub. The project is drawing attention from programmers and machine-learning enthusiasts interested in alternatives to dominant transformer-based designs and in low-level implementations outside the usual Python ecosystem.
- 5Pyxel: Python retro game engine with built-in editors●Show HN: Pyxel – A Python retro game engine with built-in art and sound editors
Developer kitao has released Pyxel, an open-source retro game engine for Python available on GitHub. It lets users create games in a 16-color, pixel-art style and includes built-in art and sound editors, so graphics and audio can be made without external tools. The project was shared on Hacker News, where it drew attention from the developer community.
- 6High-severity infinite loop flaw reported in Apache Thrift Python bindings▼🚨 EUVD-2026-91568 📊 Score: 8.2/10 (CVSS v3.1) 📦 Product: Apache Thrift 🏢 Vendor: Apache Software Foundation 📅 Updated: 2
A vulnerability tracked as EUVD-2026-91568 has been disclosed in Apache Thrift, the Apache Software Foundation's cross-language RPC framework. The flaw, an infinite loop with an unreachable exit condition in the Python bindings, carries a CVSS v3.1 score of 8.2. Details on affected versions remain incomplete pending an update from the vendor.
- 7
An open-source Python tool called GhostTrack, published by developer HunxByts, is gaining traction for its ability to track a location or mobile number. The project is being shared widely among developers and security enthusiasts, who appear interested in its phone-number and location tracking capabilities. Such tools typically raise questions about privacy and potential misuse, as they can be used for both legitimate security research and stalking.
- 8
TileLang, a domain-specific language for writing high-performance kernels for GPUs, CPUs and other accelerators, is drawing attention among developers. Written in Python, it aims to simplify kernel development that would otherwise require low-level tuning. Interest is focused on its potential to make AI and scientific computing workloads faster to build and easier to optimize across hardware platforms.
- 9
A project called UniMate has been released as open-source Python code, described as one unified model capable of animating diverse skeleton types. The work is associated with SIGGRAPH Asia 2026, a leading computer graphics conference, indicating it is a newly accepted research contribution. It is drawing attention among developers and graphics researchers interested in character animation and motion generation tools.
- 10
A South Florida study tracking 350 Burmese pythons has found that adult snakes brood their eggs in trees, a behavior previously underdocumented in the invasive species. The finding is drawing attention because it changes understanding of how the pythons nest and reproduce in the Everglades region, complicating efforts to control their spread.
- 11TensorFold claims up to 3x faster LLM inference on Mac and DGX Spark●シタン先生もpythonについて話していました Mac・DGX SparkでLLM推論を最大3倍高速化する「TensorFold」の概要|npaka https:// note.com/npaka/n/n3d3e09549bdd # App
A new tool called TensorFold is being described as able to speed up LLM inference by up to three times on Apple Macs and Nvidia's DGX Spark hardware. A Japanese-language explainer by npaka on Note is circulating, and comments reference discussions of Python in relation to the tool. The claim is drawing attention among AI developers interested in running large language models locally.
- 12Psycopg 3.3.6 released with Python 3.15 support●🚀 Psycopg 3.3.6 & Psycopg Pool 3.3.3 are now on PyPI! What's new: 🐍 Support for the upcoming Python 3.15 (Release Candid
The Psycopg project has released Psycopg 3.3.6 and Psycopg Pool 3.3.3 on PyPI. The new versions add support for Python 3.15, which is in release candidate stage and shipping soon, and deliver a 20% performance boost for async COPY operations. The update also fixes cancellation issues and unresponsive-connection bugs, and maintainers encourage teams with Python 3.15 on their roadmap to start testing now.
Repos
- NandhaKishorM/laya Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward
- vectorize-io/hindsight Hindsight: Agent Memory That Learns
- Panniantong/Agent-Reach Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHo
- harry0703/MoneyPrinterTurbo 利用 AI 大模型和自动化工作流,根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.
- feitangyuan/onetake Motion films that never cut to the next slide: every beat grows out of the one before, one continuous camera, continuity
- kaankiziltug/logo-design-skill A comprehensive logo-design skill for Claude, Gemini CLI, Codex and other AI agents: principles, process, SVG craft, tes
- rohitg00/ai-engineering-from-scratch Learn it. Build it. Ship it for others.
- tile-ai/tilelang Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels
- Vibra-Ingenn/Janus Janus is a API router for AI models written in Go and has a Vulkan Model runner
- beatrizalmeidaf/papero-pdf-text-extractor Fast, open-source PDF text extraction API. Files never stored.
- browser-use/jev-ultrafast Fastest and cheapest web agent
- pablostanley/yoinks yoink any video from your terminal. no shady ads.
- HunxByts/GhostTrack Useful tool to track location or mobile number
- VectifyAI/PageIndex 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
- mizorewww/laya-mlx Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or c
- Contrastive-LM/CLM
- cloudflare/forge
- receptron/laya Run Laya, the open-source Jev-compatible System-1 decision model, from Node.js / TypeScript via ONNX Runtime
- google-research/rrsi
- nokia-applied-research/AnyJev Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welc