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Pastagi notes on LLM evals: paraphrase drift scoring, detector false-positive rates, and prompt dependency graphs that shrink the retest set.
Project Owner Contributor

LLM Evals That Survive Paraphrase Drift

james-verlanderJames Verlander

A small Bluetooth speaker that gets the smart lights you already own changing together on the beat of whatever you play.
Project Owner Contributor

FirePod: a speaker that syncs lights to music

greg-gushardGreg Gushard

What a flat-rate dev side business really pays per hour once hardware, cloud, support, and tax costs are priced in. Python ledger math.
Project Owner Contributor

Dev Side Business: Price by True Hourly Rate

james-verlanderJames Verlander

Flat monthly fee, unlimited request queue, one active at a time: the mechanics of running a software dev subscription, Python-first.
Project Owner Contributor

Poket Dev: Software Dev as a Flat Subscription

james-verlanderJames Verlander

Tiny ESP32-C3 desk gadget with OLED, live weather sensing, proximity glow & a phone-controlled web interface.
Project Owner Contributor

YUMO PULSE — ESP32-C3 Desk Gadget

yumobuildsYUMO.BUILDS

Information about reverse engineering process of a cheap aftermarket car LCD device with Car Play and Android Auto support.
Project Owner Contributor

Reverse Engineering F133/D1s device

gamadrildevgamadril.dev

PCB reverse-engeneering CAD for reconstucting PCB layers,trayces,vias, and components from board images.
Project Owner Contributor

MDPerfomance-CADSOLO

makhmudovdilsh-droidmakhmudovdilsh-droid

A chest strap logging rig to test whether sauna sessions deliver Zone 2 style cardio adaptations, built after auditing the study claims.
Project Owner Contributor

Sauna Sessions as Zone 2

james-verlanderJames Verlander

Goal of the project is to develop and build a homebrew 16 bit relay computer
Project Owner Contributor

Homebrew 16 bit relay computer

peterPeter

A tiny electric 3-wheel personal vehicle concept: a tall stool-like triangular seat over a compact Y-shaped tripod frame.
Project Owner Contributor

Tripod One — tiny 3-wheeled seated e-scooter

chelajxochelajxo

Active stereo line converter RCA (-10 dBV) to professional balanced XLR (+4 dBu) with ±15V split rails, AES48 compliance, +48V protection.
Project Owner Contributor

Pro-Grade RCA to Balanced XLR Active Audio Line Co

yannick-turcotteYannick Turcotte

Restoring an AT&T 3B2/300 and giving it another chance at life in the modern world.
Project Owner Contributor

Resurrecting a 1980s AT&T UNIX System

ashtonAshton

One embedded OS, many boards, any module. System services, a web console and an SDK for Wi-Fi microcontrollers.
Project Owner Contributor

LoopMaxPro

seventyfiveSeventyFive

An Intel 8085 assembly program displaying KE6JMG in large ASCII characters using a font table and SDK-85 emulator.
Project Owner Contributor

Intel 8085 – KE6JMG ASCII Banner Display

harold-mooreHarold Moore

Building bio inspired realistic looking humanoid robots to do chores and sports and stuff.
Project Owner Contributor

My Advanced Realistic Humanoid Robots Project

larryLarry

TOSLINK to USB-C audio capture at 96 kHz / 24-bit. Bit-perfect, class-compliant USB Audio with no driver. Assembled in an aluminum case.
Project Owner Contributor

Hi-Res S/PDIF USB Capture, 96 kHz / 24-bit

elehobicaElehobica

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