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- 1
GhostTrack, a Python-based tool published on GitHub under the account HunxByts, describes itself as a utility for tracking locations or mobile numbers. The repository has been circulating widely among developers, drawing both interest in its capabilities and concern about potential misuse for stalking or surveillance. GitHub removed the repo's public details from circulation in some regions.
- 2Giant python caught constricting a pig in new wildlife episode●SEP EP.119 The biggest one ever caught!! Massive giant python constricting a pig!?
Episode 119 of SEP, a wildlife series, shows what is described as the largest python ever caught on the program, filmed constricting a pig. The footage is drawing heavy attention, with viewers reacting to the sheer size of the snake and the dramatic capture scene.
- 3
A new research project called UniMate, accepted to SIGGRAPH Asia 2026, proposes a single unified model capable of animating diverse skeleton types. The code has been released on GitHub under the Friedrich-M account, written in Python. Interest is building in computer graphics and animation circles, where animating across different character rigs and skeletons has long required separate, specialized pipelines.
- 4
TileLang, an open-source domain-specific language from the tile-ai project, is drawing interest for simplifying the writing of high-performance kernels for GPUs, CPUs, and other accelerators. Built in Python, it aims to cut the complexity of hand-tuned kernel development, a task that has grown more demanding as AI hardware diversifies and developers seek portable, efficient code across chip platforms.
- 5Six Currency Mistakes Developers Keep Making in Code▼Floats, decimal places, symbols, base vs quote, and stale rates. Practical JavaScript and Python examples for handling m
A new write-up highlights six common mistakes developers make when handling money in software, including using floating-point numbers, mismanaging decimal places, mishandling currency symbols, confusing base and quote currencies, and relying on stale exchange rates. It offers practical JavaScript and Python examples showing correct approaches to currency handling. The piece is drawing attention among programmers and fintech developers, since these errors can cause real financial bugs in production systems.
- 6Mathober kicks off with layered ellipses coding artwork●EllipsesOnLayered # mathart # mathober # mathober1 # dataviz # perimeters # geometry # ellipses # livecoding For Code/Mo
The annual Mathober creative coding challenge has begun, with participants sharing daily sketches based on mathematical prompts. An early entry, EllipsesOnLayered, was written in Python and uses ellipses, perimeters and layered geometry to produce generative art, with code and further images published on the artist's blog under the day one prompt.
- 7
MoneyPrinterTurbo, an open-source Python project by developer harry0703, automates the creation of high-definition short videos. Users enter a topic or keyword and the tool uses large AI models and an automated workflow to produce a finished clip. The project is gaining attention among developers and content creators interested in AI-powered video generation.
- 8
VectifyAI has released PageIndex, an open-source Python tool that indexes documents for vectorless, reasoning-based retrieval-augmented generation. Instead of embedding documents into vectors, the system organises them into a structured, table-of-contents-style index that language models can reason over, aiming for more accurate and explainable retrieval. The project is drawing attention from developers working on RAG pipelines.
- 9Python script paces multi-shot AI video generations●AI video models now let you cut between several shots inside one generation. That's great, until you... # python # ai #
AI video models can now generate several distinct shots within a single generation, letting creators cut between angles without stitching separate clips. A developer has shared a small Python script that helps pace a 15-second multi-shot AI video, timing each cut. The technique highlights how AI video tools are becoming more production-ready, though quality and consistency across shots remain a concern.
- 10AI-generated junk floods open source projects as monthly limits reset●RE: https:// mas.to/@davidism/1172923990498 62157 The beginning of the month, when every junk producer's token limit res
David Lord, a maintainer of the Flask Python framework, is complaining about a fresh wave of AI-generated spam hitting open source repositories. He says the junk spikes at the start of each month when people's AI API token limits reset, and that closing pull requests only pushed spammers to open low-effort issues like "test issue, checking if my API access is broken". His post is striking a chord with maintainers facing the same problem.
- 11
ComposioHQ has published an open-source repository collecting Claude Skills, resources and tools for customizing Anthropic's Claude AI workflows. The curated list is written in Python and is trending among developers, reflecting growing interest in extending Claude with custom, reusable skill modules for automation and tailored AI tasks.
- 12Python test fixture exposes allocation bug in banking ledger▼A 100-unit Python fixture exposes a balanced total with wrong customer allocations. Twelve tests cover backing, reservat
A developer has built a 100-unit Python test fixture that reveals a ledger balancing to the correct total while individual customer allocations are wrong. Twelve tests cover backing, reservations and invalid snapshots, aiming to catch faults that aggregate checks miss. The example is being shared as a lesson in financial software testing, where totals can look sound even when per-account balances are incorrect.
- 13django-modern-rest 0.16.0 released●django-modern-rest@0.16.0 release https://lobste.rs/s/fujfew/django_modern_rest_0_16_0_release # Python # WebDev # OpenS
Version 0.16.0 of django-modern-rest, an open-source Python library for building REST APIs with Django, has been released. The update is being shared among Python and web development communities, where developers follow the project's progress and discuss what the new version brings to API development in the Django ecosystem.
- 14Marimo Gains Attention as a Python Notebook Alternative●📰 How to Use Marimo for Interactive Data Analysis Learn how to use Marimo for interactive data analysis with Python, Pan
A new tutorial explains how to use Marimo, an open-source reactive notebook tool, for interactive data analysis in Python. The guide covers combining Marimo with Pandas for data wrangling and Altair for visualization, then turning the notebook into a simple shareable dashboard. Data science practitioners are sharing the walkthrough as interest grows in alternatives to traditional notebooks like Jupyter.
- 15Graceful shutdown handlers fail when kill -9 strikes●You write a graceful shutdown handler in Node.js, Python, or Go. You catch SIGTERM and SIGINT , close your database conn
Developers are discussing a common gap in software reliability: applications written in Node.js, Python, or Go often include shutdown handlers that catch SIGTERM and SIGINT, close database connections, flush files, and exit cleanly. But these handlers never run when a process receives SIGINT's harsher cousin, kill -9, or when Kubernetes force-kills a container after a timeout, leaving cleanup unfinished and potentially corrupting state.
- 16Computer Science Students Kick Off Hacktoberfest 2026 Contributions●I’ve officially joined Hacktoberfest 2026! 🎉 As a computer science student, I’ve been working on different projects and
Hacktoberfest 2026 is underway, and computer science students are announcing their participation by making their first open-source contributions. One student shared that they have been learning Git, GitHub, web development, Python and AI, and wanted to finally experience contributing to open-source projects. The annual October event, run by DigitalOcean, encourages developers worldwide to submit pull requests to open repositories and has become a popular entry point for beginners building portfolios.
Repos
- beatrizalmeidaf/papero-pdf-text-extractor Fast, open-source PDF text extraction API. Files never stored.
- Vibra-Ingenn/Janus Janus is a API router for AI models written in Go and has a Vulkan Model runner
- NandhaKishorM/laya Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward
- 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.
- kaankiziltug/logo-design-skill A comprehensive logo-design skill for Claude, Gemini CLI, Codex and other AI agents: principles, process, SVG craft, tes
- VectifyAI/PageIndex 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
- vectorize-io/hindsight Hindsight: Agent Memory That Learns
- 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
- feitangyuan/onetake Motion films that never cut to the next slide: every beat grows out of the one before, one continuous camera, continuity
- browser-use/jev-ultrafast Fastest and cheapest web agent
- cloudflare/forge
- kerpopule/hermes-jev-skills Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude
- EverMind-AI/Raven The Harness of Harnesses • built for RSI: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain coll
- google-research/rrsi
- sshah03/perspica Review code changes by what they do, not line by line.
- 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
- NVIDIA/Model-Optimizer A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture se
- pablostanley/yoinks yoink any video from your terminal. no shady ads.