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    Developer ayghri has released a Python-based tool that stops AI coding agents from burying their answers under long explanations. The project, called i-have-adhd, formats an assistant's output so the key answer comes first and is easy to scan. People are discussing it as a small but practical accessibility tweak for anyone who finds verbose AI responses hard to follow.

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    Pyxel: Python retro game engine with built-in editors●Show HN: Pyxel – A Python retro game engine with built-in art and sound editorsYhnEnvironmentOceans10525 min ago

    Developer kitao has released Pyxel, an open-source retro game engine for Python that includes built-in image and sound editors. The tool lets creators build pixel-art style games in Python without external asset software, and it is available on GitHub. It is drawing attention among developers discussing simple, all-in-one tools for making retro-style games.

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    Quantitative Finance Toolkit Built in OCaml●Quantitative Finance with OCamlYhnSciencePhysics5422 min ago

    A project called qCaml presents an approach to quantitative finance using the OCaml programming language, covering financial modelling and computation in a functional style. It is drawing attention from developers and quant practitioners interested in whether OCaml's strong typing and performance make it a viable alternative to more common languages like Python and C++ in finance.

  4. 4
    Pylerium Emerges as Python Workbench Styled Like Call of Duty●Pylerium: The Python Developer Workbench and Workflow Orchestrator That Looks Like Call of... # opensource # python # soMmastodonTechnologySoftware229 min ago

    Pylerium, a new open-source tool for Python developers, is being introduced as a developer workbench and workflow orchestrator. Its notable hook is a game-inspired interface reportedly styled after Call of Duty, which is drawing attention in programming and open-source communities. Discussion so far focuses on whether the unusual presentation makes the coding and workflow tool more approachable or appealing to developers.

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    NetworkX with pyarrow cuts graph memory use 6-7x●Show HN: NetworkX and pyarrow = 6-7x memory savingsYhnBusinessPersonal Finance640 min ago

    A developer has shared results showing that storing NetworkX graph data with Apache pyarrow reduces memory consumption by 6-7 times compared to standard storage. The benchmark, posted in a NetworkX GitHub discussion, is drawing attention from engineers interested in scaling large graph workloads in Python more efficiently.

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    Building a Profitable Polymarket Trading Bot Proves Harder Than Expected●We spent a few weeks trying to build a profitable Polymarket bot. Arbitrage between linked markets,... # api # python #MmastodonBusinessCrypto138 min ago

    A group of developers spent several weeks attempting to build an automated trading bot for Polymarket, the crypto-based prediction market platform, hoping to profit from arbitrage between linked markets. Their bot broke down six times before earning a single dollar, and they documented the technical obstacles, from API issues to market quirks, that defeated the effort. The account resonates with traders and coders curious whether automated arbitrage on prediction markets is actually viable.

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    Why the Pendulum library built Python's strangest plus operator●Why Pendulum had to write the most cursed "+" operator in all of PythonYhn371 h ago

    Developer Arie Bovenberg has published a detailed post explaining why Pendulum, a popular Python date and time library, implements an unusual override of the plus operator. The writeup walks through the technical constraints that forced the library's custom handling of datetime arithmetic, and it has drawn attention from Python developers interested in API design quirks.

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    The Polars team has released version 2.0 of its open-source DataFrame library, which is widely used as a fast alternative to pandas for data manipulation in Python and Rust. The major-version milestone is drawing strong attention from developers, who are discussing the release and what the new version means for their data workflows.

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