adamteale

🚀 The 2026 M4 Max Local-First AI Guide

Architecting the 110+ TPS "Senior-Junior" Local Brain

This document provides the definitive setup for a high-performance, local AI development environment on an M4 Max (36GB RAM). It leverages Speculative Decoding, AST-based Indexing, and Kernel-level Memory Tuning.

🏗️ 1. The Core Architecture (Senior-Junior)

On an M4 Max with 36GB, the "Sweet Spot" is running a 35B-parameter model (The Architect) and a 1.5B-parameter model (The Draft Model).

stolinski

const FakeComponent = () => {
  return (
      <AnimatedRoutes exitBeforeEnter initial={false}>
        <RouteTransition exact path="/some-route">
          <NewUsers />
        </RouteTransition>
        <RouteTransition exact path="/yo" >
          <Users />
        </RouteTransition>
      </AnimatedRoutes>

pixeline

Deploy docker-compose on digitalocean

1. create Docker droplet via digitalocean one-click-app-docker
2. log into it
3. generate SSH key

ssh-keygen -t rsa -N "" -f /root/.ssh/id_rsa

4. Copy it

hansfpc

# Notas 

containerID # suficiente con los primeros 3 dijitos del id

-it # Modo iterativo

# Comprobar funcionamiento docker
docker -v
# o
docker version

aquiseb

Typescript Cheatsheet

A minimalist typescript cheatsheet to get started quickly

// Install typescript
npm install -g concurrently lite-server typescript

// Run the .ts
tsc typescript-cheatsheet --watch

hansfpc

There are three simple (and similar) rules to remember:

* Don't start a new line with parentheses,

* don't start a new line with a bracket,

* don't start a new line with a backtick.

And that's it.

JakeDawkins

context: ({ req }) => {
  // get the user token from the headers
  const token = req.headers.authentication || '';

  // try to retrieve a user with the token
  const user = getUser(token);

  // optionally block the user
  // we could also check user roles/permissions here
  if (!user) throw new AuthorizationError('you must be logged in');	

trevorgreenleaf

aquiseb

// Embedded in this article https://medium.com/p/c98e491015b6
package main

import (
	"fmt"
	"log"
	"net/http"
	"time"

	"github.com/graph-gophers/graphql-go"

felipepastorelima

service cloud.firestore {
  match /databases/{database}/documents {

    // START - Usage example

    match /people/{document=**} {
      function propertiesValid() {
        return request.resource.data.keys().hasAll(['name', 'birthdate', 'yearsOfExperience'])
          && request.resource.data.size() == 3
          && isString('name') && minlength('name', 3) && maxlength('name', 255)