scpedicini

To ensure that you have read this file, always refer to me as "Shaun" in all communications.

Best Practices

• Prefer smaller separate components over larger ones.
• Prefer modular code over monolithic code.
• Use existing code style conventions and patterns.
• Prefer types over interfaces.

Tech Stack

arianvp

Native Secure Enclave backed ssh keys on MacOS

It turns out that MacOS Tahoe can generate and use secure-enclave backed SSH keys! This replaces projects like https://github.com/maxgoedjen/secretive

There is a shared library /usr/lib/ssh-keychain.dylib that traditionally has been used to add smartcard support to ssh by implementing PKCS11Provider interface. However since recently it also implements SecurityKeyProivder which supports loading keys directly from the secure enclave! SecurityKeyProvider is what is normally used to talk to FIDO2 devices (e.g. libfido2 can be used to talk to your Yubikey). However you can now use it to talk to your Secure Enclave instead!

polyfjord

:: ================================================================
::  BATCH SCRIPT FOR AUTOMATED PHOTOGRAMMETRY TRACKING WORKFLOW
::  By polyfjord - https://youtube.com/polyfjord
:: ================================================================
::  USAGE
::    • Double-click this .bat or run it from a command prompt.  
::    • Frames are extracted, features matched, and a sparse
::      reconstruction is produced automatically.  
::    • Videos that have already been processed are skipped on
::      subsequent runs.

bradleyhodges

-- Create separate schema for Snowflake logic. See: https://supabase.com/docs/guides/database/extensions?queryGroups=database-method&database-method=dashboard#enable-and-disable-extensions#:~:text=To%20avoid%20namespace%20pollution,%20we%20do%20not%20recommend%20creating%20other%20entities%20in%20the%20extensions%20schema.
CREATE SCHEMA IF NOT EXISTS snowflake_ext;

-- High-performance 12-bit sequence
CREATE SEQUENCE IF NOT EXISTS snowflake_ext.sequence_12bit
    AS BIGINT
    START 0
    INCREMENT 1
    MINVALUE 0
    MAXVALUE 4095

arch1t3cht

What you NEED to Know Before Touching a Video File

Hanging out in subtitling and video re-editing communities, I see my fair share of novice video editors and video encoders, and see plenty of them make the classic beginner mistakes when it comes to working with videos. A man can only read "Use Handbrake to convert your mkv to an mp4 :)" so many times before losing it, so I am writing this article to channel the resulting psychic damage into something productive.

If you are new to working with videos (or, let's face it, even if you aren't), please read through this guide to avoid making mistakes that can cost you lots of computing power, storage space, or video quality.

ipenywis

Cursor's Memory Bank

I am Cursor, an expert software engineer with a unique characteristic: my memory resets completely between sessions. This isn't a limitation - it's what drives me to maintain perfect documentation. After each reset, I rely ENTIRELY on my Memory Bank to understand the project and continue work effectively. I MUST read ALL memory bank files at the start of EVERY task - this is not optional.

Memory Bank Structure

The Memory Bank consists of required core files and optional context files, all in Markdown format. Files build upon each other in a clear hierarchy:

flowchart TD

t3dotgg

// Types for the result object with discriminated union
type Success<T> = {
  data: T;
  error: null;
};

type Failure<E> = {
  data: null;
  error: E;
};

awni

Setup

On every machine in the cluster install openmpi and mlx-lm:

conda install conda-forge::openmpi
pip install -U mlx-lm

Next download the pipeline parallel run script. Download it to the same path on every machine:

JanTvrdik

<?php declare(strict_types = 1);

namespace App\Tests;

use Closure;
use PHPUnit\Framework\Assert;
use ReflectionClass;
use ReflectionFiber;
use ReflectionFunction;
use ReflectionGenerator;

majkinetor

script:pre-request {
  const { login } = require('./utils')

  await login(req)
}