source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
THURSDAY, SEPTEMBER 24, 2026
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  1. 001Hacker NewsSEP · 24English

    Show HN: Scalar.dev – Python/SQLite server-rendered starter app, no build step

    Scalar.dev is a Python/SQLite starter application framework designed to prevent software complexity as projects grow. It provides a working CRM foundation with minimal dependencies, server-rendered HTML, built-in AI integration, mobile/PWA support, and complete source code ownership for self-hosted deployment.

    By felipeccastro
  2. 002Hacker NewsSEP · 22English

    Tinyjs – desktop apps for macOS, Windows, and Linux in ~6 MB

    Tinyjs is a framework for building desktop applications for macOS, Windows, and Linux with minimal size (~6 MB) using JavaScript. It uses the system webview for the frontend and txiki.js as a lightweight backend runtime, eliminating the need for bundling Chromium or Node like Electron does. The framework includes several example apps demonstrating features like music players, markdown editors, and system utilities.

    By josephscott
  3. 003Hacker NewsSEP · 21English

    Maki, an open-source multi-agent LLM framework (local or hosted)

    Maki is an open-source Python framework for building multi-agent LLM applications that supports multiple LLM backends (Ollama, OpenAI, Anthropic, HuggingFace), includes 16 built-in plugins, and provides a distributed layer for serving agents over HTTP with workflow orchestration and dependency resolution.

    By BowlOfData
  4. 004Hacker NewsSEP · 20English

    Show HN: TetherPHP – a small PHP framework designed for agents and humans

    TetherPHP is a minimal PHP framework designed for both human developers and AI agents, emphasizing traceable request-to-response paths and straightforward code. Built on six design principles including human-first readability, agent compatibility, and a small composable core.

    By dillonsmartdev
  5. 005Hacker NewsSEP · 20English

    The Cornetto Ice Cream Cone Framework for Prompting

    The Cornetto Ice Cream Cone Framework is a prompting method using four C's (context, constraints, control, and a fourth element) to improve AI agent performance on complex tasks. The framework emphasizes designing an independent control loop that doesn't know about other components, and can be implemented through fresh context windows, static tests, or human oversight.

    By hazn
  6. 006Hacker NewsSEP · 18English

    12-Factor Agents – Principles for building reliable LLM applications

    A guide proposing 12 principles for building reliable LLM-powered agent applications, inspired by the 12 Factor Apps methodology. The author argues that production agents should be mostly deterministic software with LLM reasoning at key points, and introduces a framework covering factors like prompt ownership, context management, execution state, and control flow.

    By Humanlayer
  7. 007Hacker NewsSEP · 18English

    E2E: The open source AI testing framework

    E2E is an open source TypeScript testing framework for web and mobile applications with customizable testing capabilities, featuring an API for app interaction, agent automation, and screen assertions.

    By handfuloflight
  8. 008Hacker NewsSEP · 18English

    Dxui – A declarative desktop GUI framework for Go, without cgo

    Dxui is a declarative desktop GUI framework for Go that enables building native applications without cgo, using immutable View descriptions with typed props and callbacks. It provides common UI controls, customizable theming, and supports both simple and complex applications with features like virtual lists and native child windows.

    By Dxui-Org
  9. 009Hacker NewsSEP · 17English

    Flet 1.0 – Build cross-platform apps in Python

    Flet 1.0 is a Python framework for building cross-platform graphical user interfaces with 150+ controls and services. It enables developers to write a single codebase that runs on desktop, mobile, and web platforms, with support for packaging, testing, and deployment across multiple distribution channels.

    By absqueued
  10. 010Hacker NewsSEP · 17English

    Show HN: Composing domain-specific harness on Python in 10 mins

    Cayu is a Python framework for building domain-specific AI agent harnesses. The article demonstrates assembling a campus dining purchase agent by defining the job, creating an agent identity, building tools that wrap business logic, and providing policies that guide the model's decision-making process.

    By zamir_akimbekov