source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
WEDNESDAY, SEPTEMBER 16, 2026
Hacker News3664X 主题热门3540MacRumors78CNBC72YahooFinance649to5Mac59Kotaku44Verge43IGN339to5Google32aihot31Gematsu31NintendoLife30TechCrunch25Engadget24Eurogamer24BusinessInsider23Guardian20CNET15NBC15NPR15FoxBusiness14Fortune13Polygon13SeekingAlpha13bgr12Gizmodo12CBS11Wccftech11Investor'sBusinessDaily10Mashable10PushSquare10TechPowerUp10USAToday10WIRED10CNN8NintendoEverything8Notebookcheck8NewYorkPost8CrudeOilPricesToday8VideoGamesChronicle8ABC7ArsTechnica7Fox7GameInformer7WindowsCentral7BleepingComputer6AppleInsider5Deadline5GamesIndustry.biz5PetaPixel5Variety5Yahoo5AndroidPolice4DigitalFoundry4DroidLife4MotleyFool4GameRant4Jalopnik4PureXbox4SamMobile4SlashGear4Hacker4AlJazeera3AP3CanonRumors3ChromeUnboxed3CoinDesk3GameDeveloper3GSMArena3Motor13Blizzard3XBOXWire3PCMag3PCWorld3SeattleTimes3Register3TweakTown3YGOrganization3ZDNET324/7WallSt.2Aftermath2AndroidCentral2AwfulAnnouncing2BleedingCool2BuzzFeed2CTech2DualShockers2DW2EventHubs2Futurism2Hodinkee2Independent2Lifehacker2MassivelyOverpowered2MyNintendo2Nature2Newser2Newsweek2PaulKrugman2PokémonGOHub2RoadtoVR2RPGSite2Space2Conversation2NextWeb2Tom'sGuide2UploadVR2VideoCardz2WarhammerCommunity2WindowsLatest2YourTango2404Media143rumors1ABC111AboveLaw1ageofempires1AndroidHeadlines1AOL1AVClub1Benzinga1BikeRadar1Billboard1BloodyDisgusting1Borderlands1Bungie1Yahoo!FinanceCanada1CineD1CnEVPost1comicbook1CreativeBloq1CyberSecurityNews1DailyKos1DCRainmaker1derekthompson1DigitalCameraWorld1Draftsim1CNN1Euronews1flatpanelshd1FrequentMiler1GAMINGbible1garymarcus.substack1GearPatrol1GeekWire1GeekyGadgets1Hackaday1HollywoodReporter1InsiderGaming1InterconnectsAI1InterestingEngineering1JapanTimes1KITCO1KrebsonSecurity1KSL1LosAngelesTimes1Lloyd'sList1WPLGLocal101Macworld1Maxroll1Mediaite1MiddleEastEye1MonochromeWatches1MPR1SemiAnalysis1Newsshooter1NoMan'sSky1nylon.com.sg1NYT1OregonLive1PCGamesN1PersonaCentral1Pokemon1politico.eu1PittsburghPost-Gazette1QuantaMagazine1qz1RockPaperShotgun1SammyGuru1ScienceAlert1ScientificAmerican1SouthChinaMorningPost1Semafor1SFGATE1YahooFinanceSingapore1YahooSingapore1SportsIllustrated1SimpleFlying1Sources1supercarblondie1Tedium1TelecomTalk1GameBusiness1TheGamer1Intercept1Times1LongmontTimes-Call1TmoNews1TopGear1TwistedVoxel1YahooFinanceUK1UnHerd1vox1WhatHi-Fi?1WPBF1WRAL1
  1. 001Hacker NewsSEP · 16English

    Datamimic – don't let your coding agent invent its own test world

    Datamimic is an MIT-licensed Python tool for generating deterministic synthetic data and pseudonymizing PII, usable standalone or as part of an Enterprise Platform that adds governance, scanning, and multi-system execution for regulated enterprises.

    By Rapiddweller
  2. 002Hacker NewsSEP · 16English

    Show HN: 2049 - a roguelike that fuses 2048 and Minesweeper

    2049 is a roguelike game that combines 2048 tile-sliding mechanics with Minesweeper mine detection. Players navigate an 8-depth dungeon where tiles merge on movement, hidden mines act as obstacles, and reaching the bottom staircase wins the game. The game runs via CLI or browser (using Pyodide) with no dependencies beyond Python.

    By Skorotkiewicz
  3. 003Hacker NewsSEP · 16English

    Build domain-specific harness and long-horizon agents with OS Python framework

    Cayu is a production-grade Python framework for building domain-specific AI agents with full lifecycle control, including context assembly, tool invocation, durable state management, and human oversight. Extracted from a software factory that deployed thousands of applications using specialized AI agents, Cayu addresses production challenges like process failures, state persistence, and cost attribution that existing agent SDKs overlook.

    By Cayu-Dev
  4. 004Hacker NewsSEP · 15English

    WangNet – 1.8 MB, zero-dependency Numberwang adjudication in 11 languages

    WangNet is a lightweight 1.8 MB neural network that classifies whether numbers are Numberwang, with inference in pure Python requiring no dependencies. It supports 11 languages, achieves 88.9% accuracy on held-out test cases, and can be run locally or via a hosted Hugging Face demo.

    By GraafHenk
  5. 005Hacker NewsSEP · 15English

    Flet 1.0

    Flet, a Python framework for building cross-platform apps, released version 1.0 after four years of development, marking readiness for production use. The release includes comprehensive testing across platforms and Python versions, improved documentation generation, and performance enhancements like faster UI reconciliation and direct Python-to-Dart communication.

    By Ttps; Github Com; FeodorFitsner; Feodor Fitsner
  6. 006Hacker NewsSEP · 15English

    Neuro-Formal Verification: Agentic Language-Agnostic Formal Program Reasoning

    Neuro-formal verification (NFV) uses AI coding agents to automatically formalize and verify programs written in mainstream languages by translating them to verification-aware languages like Dafny or CBMC. Experiments on Python code show NFV achieves 57–63% bug detection rates with 90–92% precision, outperforming LLM-as-judge baselines while providing machine-checked proof artifacts.

    By Lahiri; Shuvendu K
  7. 007Hacker NewsSEP · 15English

    How AI tool calling works (40 lines of vanilla JavaScript)

    This article explains how AI tool calling works: a model receives a list of allowed functions, requests one by emitting structured JSON, your program executes it and returns results, then the loop repeats. The author demonstrates this four-step cycle with runnable 40-line code examples in JavaScript and Python using the Anthropic API.

    By stephenblum
  8. 008Hacker NewsSEP · 15English

    Fedora Linux 45 Beta

    Fedora Linux 45 Beta was released on September 15, 2026, featuring kmscon console replacement, mandatory package signature verification, standardized secret management with oo7, and updated versions of Podman, Python, Go, and other development tools. The beta is available across multiple editions including Workstation, Server, Cloud, and IoT.

    By Aoife Moloney
  9. 009Hacker NewsSEP · 15English

    FastAPI-Crons – Cron jobs that live inside your FastAPI app

    FastAPI-Crons is a Python library that enables cron job scheduling directly within FastAPI applications using decorators, eliminating the need for separate worker processes. It supports async/sync functions, retries, timeouts, distributed locking, and persistent state management via multiple backends.

    By Mehar Umar
  10. 010Hacker NewsSEP · 15English

    Pythoncall.jl – Python and Julia in Harmony

    Pythoncall.jl enables seamless bidirectional calling between Python and Julia with symmetric interfaces, fast non-copying array conversions, and intuitive type conversions. It supports modern systems from Julia 1.10+ and Python 3.10+, offering advantages over the existing PyCall package through extensible conversions, isolated Conda environments, and type-stable operations.

    By JuliaPy