source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
MONDAY, SEPTEMBER 28, 2026
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  1. 001Hacker NewsSEP · 27English

    Fundamentals still worth learning when AI writes the code

    A developer argues that learning programming fundamentals remains essential even as AI coding agents become prevalent, because understanding concepts like HTTP, Git, and SQL is necessary to guide agents, review their output, and catch their mistakes.

    By Flavio Copes
  2. 002Hacker NewsSEP · 27English

    Why parquet files are my preferred API for bulk open data (2023)

    Parquet files offer a simpler, more performant alternative to custom APIs for serving bulk open data. Hosted statically with CORS enabled and queryable via SQL through tools like DuckDB, they eliminate the need for users to learn complex API documentation while enabling efficient data access from browsers, Python, R, and Excel. The author advocates for organizations to serve canonical parquet files at predictable URLs alongside derived formats like CSVs and reports.

    By RobinL
  3. 003Hacker NewsSEP · 27English

    Privacy-First Natural Language to SQL, No LLMs, No Uploads

    OmniSelect FileSQL is a privacy-focused browser application that converts CSV, Excel, JSON, XML, and other data formats into SQL tables without uploading files or requiring accounts. Users can query data in plain English or SQL, with results exported as CSV, JSON, Excel, or Parquet, all processed locally in the browser.

    By teeskay
  4. 004Hacker NewsSEP · 26English

    >1B tokens/minute/GPU by combining query planner and inference engine

    A new inference engine called Quail combines query planning with inference optimization to achieve over 1 billion tokens per minute on a single H100 GPU, delivering 1.84x faster performance than vLLM on AI-SQL queries. The system optimizes for structured data transformation workloads by intelligently managing key-value cache across requests, enabling cost-effective inference at under 6 cents per billion tokens.

    By charles_irl
  5. 005Hacker NewsSEP · 26English

    Show HN: Minimal dbt-style SQL builds with DuckDB and Make

    duckdb.mk is a minimal Makefile-based build system for local DuckDB projects that automatically parses SQL queries into dependency graphs and generates Parquet tables, requiring only DuckDB, GNU Make, and curl with no configuration needed.

    By Ltrgoddard
  6. 006Hacker NewsSEP · 26English

    Is your Postgres migration safe or not safe?

    A tool demonstration showing how to check PostgreSQL migration safety using the safe-not-safe CLI utility, which parses SQL statements with libpg_query WASM to validate migration scripts.

    By vira28
  7. 007Hacker NewsSEP · 26English

    Lix: Version control system for files and tables

    Lix is a version control system that manages both files and SQL tables in a single repository, supporting branching, diffing, merging, and rollback for both data types. It enables real-time collaboration and can be embedded in applications or connected to servers, addressing the limitation of traditional version control systems that handle files but not application data.

    By handfuloflight
  8. 008Hacker NewsSEP · 24English

    Show HN: Learn SQL free with no tracking or ads

    SQL Easy is a free, ad-free browser-based learning platform with 31 hands-on SQLite exercises designed to teach SQL fundamentals without signup or installation. Built by the Beekeeper Studio team, it uses immediate feedback and hints to help users learn practical SQL skills used across marketing, product management, engineering, and data roles.

    By rathboma
  9. 009Hacker NewsSEP · 24English

    We ported the original Doom to SQL

    A developer ported the original 1993 Doom game to SQL, running the game logic and renderer entirely within a database while Python handles timing, input, and display. The game runs at 35 FPS with frame rendering up to 60 Hz, supports multiplayer deathmatch, and maintains the original game's feel and visual fidelity using BSP trees for proper depth ordering.

    By kciter
  10. 010Hacker NewsSEP · 24English

    Show HN: FireWand – A lightweight manager for GCP SQL databases

    FireWand is a lightweight web-based manager for Google Cloud's Firebase Data Connect (PostgreSQL) databases, offering fast browsing, filtering, sorting, and inline editing of tables without page reloads. It includes a SQL console for raw queries and uses Google Cloud IAM for authentication, never storing passwords. The first GCP project is free forever, with additional projects available for $2.99/month or $29.90/year.

    By moshercode
  11. 011Hacker NewsSEP · 23English

    TQL – A DB Client in Your Terminal

    TQL is a terminal-based database client built with Laravel tools that displays SQL queries as you work, integrates with AI agents through a shared query engine, and uses color-coded connection tags to distinguish environments. It installs as a single standalone binary supporting SQLite, MySQL, PostgreSQL, and SQL Server, with no configuration required.

    By VheissuLabs
  12. 012Hacker NewsSEP · 23English

    Call an API from Every Row in DuckDB, Without the Loop

    DuckDB's LATERAL join enables calling APIs for each row in a table without explicit loops, using table functions that return zero or more rows per input. The Vector Gateway Interface (VGI) optimizes these remote API calls by exchanging data as Apache Arrow, allowing functions written in any language to run in separate processes.

    By Rusty Conover
  13. 013Hacker NewsSEP · 22English

    MariaDB's official docs now list LibreDB Studio as a graphical client

    MariaDB's official documentation now lists LibreDB Studio, a web-based SQL IDE that deploys as a container or Helm chart. The tool offers schema-aware editing, entity-relationship diagrams, schema comparison, query plans, and performance monitoring, with support for MariaDB, MySQL, PostgreSQL, Oracle, and other databases.

    By devgundogdu
  14. 014Hacker NewsSEP · 22English

    DuckDB supports a new SQL IDE

    DuckDB has introduced support for a new SQL IDE, expanding its tooling ecosystem. The documentation covers installation, client APIs across multiple languages (Python, R, Java, Rust, Go, Node.js), SQL statements and functions, data import/export capabilities, and various extensions for enhanced functionality.

    By GitHub User
  15. 015Hacker NewsSEP · 22English

    Porting Doom's game logic and renderer to SQL

    A developer ported the original 1993 Doom game engine to SQL, running the game logic and renderer entirely within a database while achieving 35 FPS gameplay and up to 60 Hz frame rendering. The project uses Python only for input handling, timing, and display, with multiplayer deathmatch support and live game state queryable via SQL.

    By durner
  16. 016Hacker NewsSEP · 22English

    A space war played in SQL

    A space war game where players control PostgreSQL roles to manage fleets using SQL commands. Players buy ships with INSERT statements, maneuver them via function calls, and view battles through database views, with the option to interact via a clickable map interface.

    By thunderbong
  17. 017Hacker NewsSEP · 22English

    AI provides the logic; the compiler makes it real – with zero hallucinations

    SQLazy is a tool that combines AI assistance with compiler verification to generate production-ready SQL queries step-by-step, eliminating AI hallucinations by having a compiler—not an LLM—produce the final SQL code. Users describe queries in natural language, verify the logic at each step, and compile into auditable SQL that works across multiple database dialects without manual rewriting.

    By SPLWare
  18. 018Hacker NewsSEP · 21English

    Database Normalization

    Database normalization is the process of structuring relational databases according to normal forms to reduce data redundancy and improve integrity, a concept first proposed by Edgar Codd in 1970. It involves organizing tables and columns to enforce proper dependencies and eliminate undesirable anomalies like insertion, update, and deletion problems. Higher normal forms (2NF through 5NF) were subsequently defined by Codd and other computer scientists to further refine database design principles.

    By gregsadetsky
  19. 019Hacker NewsSEP · 21English

    Show HN: SQLBraid – Write SQL directly in TypeScript without a query-builder DSL

    SQLBraid is a SQL-first TypeScript data-access toolkit that allows developers to write raw SQL with TypeScript type safety, avoiding query-builder DSLs. It provides safe value binding, dynamic SQL, result contracts, and supports multiple databases including PostgreSQL, MySQL, SQLite, and Oracle through driver-specific subpaths.

    By Clickin