Setuproll editorial

@setuproll·The Setuproll team·Since 2026

We assemble, verify and document AI coding setups so you can copy what works without relearning it from scratch. Every build we publish is labeled as editorial, not community-submitted.

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Latest articles

Setup

How we built this Claude Code setup and how to actually work with it

Our reference Claude Code rig for a full-stack TypeScript app: the exact CLAUDE.md, settings.json, .mcp.json, subagents, hooks and slash commands, plus the day-to-day loop to run them through. Steal the whole thing.

16 min read2026-06-19Read on the build
Setup

I gave Claude Code four jobs and finally stopped doing all of them

How a planner/reviewer subagent loop, Postgres + Playwright MCP, and three boring hooks turned my Next.js app into something I can leave running.

9 min read2026-06-20Read on the build
Setup

I Refuse To Pay Opus Prices: My 14-Cent Claude Code Setup

How I run Claude Code on Sonnet 4.6 with a 1M context window, two cheap subagents, and a Stop hook that stops me shipping broken code, all for about a coffee a day.

8 min readRead on the build
Setup

Tab is doing 70% of my typing now, and I am not going back

My Cursor setup tuned for one thing only: editing at the speed I think. Tab, Agent mode, and Figma frames straight into components.

7 min read2026-06-18Read on the build
Setup

I tune Cursor like a workshop, not a slot machine

Max mode on Opus 4.8, Context7 docs attached on every hard task, background agents for the long jobs, and rules I actually enforce in review. The Cursor setup I use when correctness matters more than speed.

9 min read2026-06-20Read on the build
Setup

The Copilot setup that survives an audit

How I run GitHub Copilot Enterprise on GPT-5.3 Codex so the coding agent moves fast and still cannot do anything our auditors would flag.

9 min read2026-06-20Read on the build
Setup

I was scared of AI coding agents. Then Windsurf told me what it was about to do.

A complete-beginner setup for Windsurf and Cascade that explains every step before it touches your files, so you actually learn instead of just clicking accept.

8 min read2026-06-20Read on the build
Setup

I Code in the Terminal With Aider and My Own Key. The Bill Is Six Cents.

A grizzled holdout's no-GUI setup: Aider, Gemini 2.5 Pro, architect mode, a git lint hook, and a config that fits in one yaml file.

8 min read2026-06-20Read on the build
Setup

I Let Cline Drive My Editor For a Week. Here Is the Config That Made It Safe

How I wired Cline's Plan/Act split, checkpoints, and Playwright MCP into one VS Code setup I actually trust to run on its own.

8 min read2026-06-20Read on the build
Setup

I gave Claude Code a real browser and a strict no-deleting-flakes rule

My Claude Code + Playwright rig writes the test first, quarantines flakes instead of nuking them, and only reports specs I actually have to fix.

9 min read2026-06-18Read on the build
Setup

The agent doesn't touch my Postgres until it has read the schema

How I wired Claude Code to reason about the database first, scan for secrets before every write, and refuse to merge an endpoint without an integration test.

9 min read2026-06-18Read on the build
Deep Dive

I let an agent run my notebooks. Here is how I stopped it from p-hacking me.

A reproducibility-first Claude Code setup with a Jupyter MCP, a leakage-aware eval reviewer, and hooks that log every experiment so the agent cannot quietly cheat.

9 min read2026-06-18Read on the build
Workflow

I make Cursor build my Figma, pixel for pixel, or it does not merge

How I wired Figma, Playwright, and an accessibility reviewer into Cursor so the agent ships components that actually match the design.

8 min readJun 2026Read on the build
Setup

I let an agent touch my Terraform. Here is the harness that lets me sleep.

An infra-as-code Claude Code setup where the model plans, a hook hard-blocks prod applies, and a Stop hook tells me what it costs before I do anything dumb.

9 min read2026-06-20Read on the build
Setup

How I let Claude Code build my RN screens without it breaking the safe area every time

My actual Sonnet 4.6 setup for shipping Expo apps solo: a screen-builder agent, a platform reviewer that nags about iOS vs Android, and a Detox smoke test on stop.

8 min read2026-06-20Read on the build
Workflow

I let Claude touch a 14-year-old codebase. Here is the harness that kept me employed.

An Opus 4.8 setup that writes characterization tests first, refactors in tiny behavior-preserving steps, and hands me a behavior-diff every time it stops.

9 min readRead on the build
Setup

I Build the Whole Thing in 48 Hours. Here Is My No-Tests, Ship-First Claude Code Setup

A stripped down single-agent Claude Code config tuned for one thing: getting a working demo on screen before the coffee gets cold.

8 min readRead on the build
Setup

I code with AI for two cents a task and I am not even slightly sorry

Aider plus Gemini 2.5 Flash, bring your own free key, repo map on, auto-commit on. The whole setup, the config files, and the screenshot of a billing dashboard that still reads under a dollar.

8 min read2026-06-18Read on the build
Deep Dive

I let Claude Code red-team my codebase, but it does not get commit rights

How I run Claude Code as a read-only SAST cell: Opus 4.8, the Semgrep MCP, a threat-modeler subagent that has to prove exploitability, and hooks that stop the auditor from exfiltrating the secrets it audits.

9 min read2026-06-20Read on the build
Workflow

I let Cascade build my dbt pipeline, but only one stage at a time

How I wired Windsurf + Cascade, a Postgres MCP server, and a dbt-test pre-commit hook so an agent can extend my warehouse without quietly breaking the DAG.

9 min read2026-06-20Read on the build
Setup

I pay $10 a month for AI and I am not switching

My whole AI coding setup is GitHub Copilot, one MCP server, and a single format hook. Here is exactly how I keep it cheap and fast as a solo dev.

8 min read2026-06-20Read on the build
Setup

I let Claude loose in a 60-package monorepo. Here is the leash.

How I scope Claude Code to one package, rebuild only what changed, and review across boundaries before anything merges.

9 min read2026-06-20Read on the build
Workflow

I made Cursor do the boring 80 percent of code review so I could be meaner about the rest

A blunt reviewer's Cursor setup: two review subagents on Opus, GitHub and Sentry over MCP, and rules that ban nitpicks so the bot flags the bug that pages you instead of your quote style.

9 min read2026-06-20Read on the build
Workflow

I let a model draft my docs. Here is the leash I keep it on.

A Claude Code setup for writing documentation that stays accurate: Context7 for real API signatures, a fact-checker subagent that deletes anything unsourced, and link checks on every save.

9 min read2026-06-18Read on the build

Builds

META

Setuproll Full-Stack Claude Rig

Claude Code logoClaude CodeFull-stack TypeScript
96.0
setuproll
META

Claude Code Full-Stack Prime

Claude Code logoClaude CodeFull-stack web (Next.js + Postgres)
94.0
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Claude Code Budget Sonnet 1M

Claude Code logoClaude CodeBudget daily driver for web apps
87.0
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META

Cursor Tab Velocity

Cursor logoCursorFast IDE iteration, frontend-heavy
90.0
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Cursor Max-Quality Opus

Cursor logoCursorMax-quality features in a polished IDE
91.0
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Copilot Enterprise Guardrails

GitHub Copilot logoGitHub CopilotEnterprise teams needing governance
85.0
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Windsurf Cascade Onboard

Windsurf logoWindsurfBeginners learning AI-assisted dev
81.0
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Aider BYOK Terminal

Aider logoAiderFree terminal coding, bring your own key
80.0
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Cline VS Code Autonomy

Cline logoClineOpen-source autonomous agent in VS Code
83.0
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META

Claude Code + Playwright QA Rig

Claude Code logoClaude CodeTesting / QA automation
92.0
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META

Claude Code Backend API Forge

Claude Code logoClaude CodeBackend APIs (NestJS / FastAPI)
92.0
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Claude Code Data/ML Notebook Lab

Claude Code logoClaude CodeData science / ML experimentation
88.0
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Cursor Frontend Figma Pipeline

Cursor logoCursorFrontend / UI from designs
89.0
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Claude Code DevOps IaC Pilot

Claude Code logoClaude CodeDevOps / infrastructure as code
88.0
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Claude Code Mobile RN Studio

Claude Code logoClaude CodeMobile (React Native / Expo)
84.0
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META

Claude Code Legacy Refactor Engine

Claude Code logoClaude CodeRefactoring legacy code safely
90.0
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Claude Code Prototype Sprint

Claude Code logoClaude CodeFast prototyping / MVPs
86.0
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Aider Cheapest Gemini Flash

Aider logoAiderAbsolute-cheapest coding assistant
72.0
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Claude Code Security Audit Cell

Claude Code logoClaude CodeSecurity review / SAST
89.0
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Windsurf Data Pipeline Cascade

Windsurf logoWindsurfData pipelines / ETL (dbt)
82.0
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Copilot Solo Cheap Tier

GitHub Copilot logoGitHub CopilotBudget solo dev in the IDE
79.0
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Claude Code Monorepo Orchestra

Claude Code logoClaude CodeLarge monorepos (Nx / Turborepo)
90.0
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Cursor PR Review Companion

Cursor logoCursorCode review / PR triage
88.0
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Claude Code Docs & AEO Writer

Claude Code logoClaude CodeDocumentation generation
83.0
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META

Auto-Triage Your Inbox and Draft Replies (n8n + Claude)

Claude Code logoClaude CodeSort email and write draft replies while you sleep
92.0
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Auto-Enrich and Score New Leads into Your CRM (Make)

Cursor logoCursorTurn a raw signup into a researched, scored CRM record
88.0
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Daily Competitor and Topic Research Agent (CrewAI + n8n)

Claude Code logoClaude CodeWake up to a cited brief on your market every morning
87.0
setuproll

AI Support Agent That Answers from Your Docs (Zapier + RAG)

Cursor logoCursorAuto-answer support tickets from your real knowledge base
85.0
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Fully Local No-Cloud Automation Agent (n8n + Ollama)

Claude Code logoClaude CodeRun agent workflows with zero data leaving your network
81.0
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META

Best Setup to Build a REST API with Postgres and Tests

Claude Code logoClaude CodeShip a tested REST API backed by Postgres
93.0
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Cheapest Reliable Setup for Everyday CRUD APIs

Claude Code logoClaude CodeDaily-driver backend work without burning credits
86.0
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Setup for a Type-Safe GraphQL API End to End

Cursor logoCursorBuild a GraphQL schema with generated types and resolvers
88.0
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Setup to Containerize and Deploy a Backend Service

Claude Code logoClaude CodeDockerize an API and ship it to a cloud host
87.0
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Setup to Add Stripe Billing and Webhooks Safely

Cursor logoCursorWire subscriptions and webhooks into an existing API
84.0
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META

Discord community bot with Claude and long-term memory

Claude Code logoClaude CodeDiscord assistant that remembers each member
92.0
setuproll

WhatsApp support bot with n8n and a knowledge base

Cursor logoCursorAuto-answer customer WhatsApp from your docs
88.0
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META

Slack RAG assistant that searches your company wiki

Claude Code logoClaude CodeAsk Slack questions, get answers from internal docs
90.0
setuproll

Private Viber bot on a self-hosted local LLM

Aider logoAiderRun a Viber bot with zero data leaving your server
79.0
setuproll

Discord image-generation bot powered by ComfyUI

Cursor logoCursorGenerate images in Discord from a custom pipeline
85.0
setuproll
META

AI Data Analyst: Jupyter + Postgres MCP Notebook Lab

Claude Code logoClaude CodeLet an agent run cells and query your real database
92.0
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META

LLM Eval Harness: Score Prompts Before You Ship

Claude Code logoClaude CodeMeasure prompt and model changes with real metrics
90.0
setuproll

Private Local RAG Over Your Own Documents

Continue logoContinueChat with your docs offline, nothing leaves the box
86.0
setuproll

Fine-Tune an Open Model on One GPU (QLoRA)

Aider logoAiderTeach a small open model your task on a single GPU
84.0
setuproll

SQL Analytics Copilot for Warehouse Questions

Cursor logoCursorAsk plain-English questions, get verified SQL and charts
87.0
setuproll
META

Run Flux locally on a Mac with ComfyUI for unlimited free renders

Claude Code logoClaude CodeLocal Flux image generation, no per-image fee
91.0
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META

Lock a consistent brand style in Midjourney with style references

Cursor logoCursorOn-brand marketing visuals at scale
89.0
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Train a Flux LoRA of one character and reuse it across every scene

Claude Code logoClaude CodeSame character or product in any setting
88.0
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Generate thousands of product images via the Flux API on Replicate

Cursor logoCursorBulk catalog and ad image generation
86.0
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Auto-generate blog and social thumbnails with n8n and Ideogram

Claude Code logoClaude CodeHands-off thumbnails for every new post
83.0
setuproll
META

Best Local LLM on a Mac (Apple Silicon)

Claude Code logoClaude CodeRun a strong open model offline on a MacBook
91.0
setuproll
META

Serve a Private OpenAI-Compatible API with vLLM

Aider logoAiderHost an open model as a fast API for a team
93.0
setuproll

Local Coding Copilot in VS Code (Zero Cloud)

Continue logoContinueOffline autocomplete and chat in your editor
86.0
setuproll

Run an LLM on a Cheap CPU-Only Box

Aider logoAiderNo GPU, just RAM and patience
78.0
setuproll

Local Reasoning Model on a Workstation

Claude Code logoClaude CodeHeavy reasoning and long context, fully self-hosted
84.0
setuproll
META

Claude Telegram Bot With Long-Term Memory

Claude Code logoClaude CodePersonal assistant bot that remembers every chat
93.0
setuproll

No-Code GPT-5 Telegram Bot In n8n

Cursor logoCursorShip a working bot without writing a backend
88.0
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Fully Local Private Telegram Bot With Ollama

Claude Code logoClaude CodePrivate bot, no API bills, data never leaves your box
86.0
setuproll
META

Telegram RAG Bot Over Your Own Docs

Claude Code logoClaude CodeAnswer questions from your PDFs, notes, and wiki
91.0
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Multimodal Telegram Bot: Voice, Photos, Commands

Cursor logoCursorBot that handles voice notes and images, not just text
84.0
setuproll
META

Cut a podcast into viral shorts and auto-post

Claude Code logoClaude CodeLong podcast to scheduled shorts, hands-off
93.0
setuproll

Repurpose a webinar into talking-head clips with Descript

Cursor logoCursorWebinar or course recording to clean clips
88.0
setuproll

Faceless TikTok factory from one long video

Cursor logoCursorHigh-volume faceless shorts on a budget
85.0
setuproll
META

Fully automated clip-and-post pipeline with n8n

Claude Code logoClaude CodeZero-touch automation triggered on upload
90.0
setuproll

Premium shorts with AI B-roll for brand accounts

Claude Code logoClaude CodeHigh-production shorts that stand out
86.0
setuproll
META

Idea to Deployed SaaS in a Weekend (Lovable + Claude Code)

Claude Code logoClaude CodeFull SaaS MVP with auth, DB and payments
92.0
setuproll
META

Fastest Frontend From a Figma Design (Cursor)

Cursor logoCursorPixel-accurate React UI straight from designs
90.0
setuproll

Cheapest Way to Validate an App Idea in an Hour (Bolt)

Cursor logoCursorThrowaway clickable prototype to test an idea
84.0
setuproll

Best Setup for a Marketing Landing Page (v0)

Cursor logoCursorHigh-converting marketing site fast
86.0
setuproll

Build a Web App With No Vendor Lock-In (Cline + Local Model)

Cline logoClinePrivate, bring-your-own-key web app dev
80.0
setuproll
META

Faceless Channel: Script to Upload in One Sitting

Claude Code logoClaude CodeFaceless long-form videos with zero on-camera time
91.0
setuproll
META

Cut a Podcast Into 10 Viral Shorts and Auto-Post

Claude Code logoClaude CodeRepurpose one long episode into a week of Shorts
89.0
setuproll

Thumbnail and Title A/B Lab That Beats Your CTR

Cursor logoCursorGenerate and test thumbnail and title variants fast
86.0
setuproll

Private Local Script Writer on Your Own Machine

Continue logoContinueWrite and refine scripts offline with no API bills
81.0
setuproll

Deep Research to Storyboard for Documentary Videos

Claude Code logoClaude CodeFact-checked research plus a shot-by-shot storyboard
84.0
setuproll
META

Claude Code Rust Systems Forge

Claude Code logoClaude CodeWrite and ship production Rust crates
92.0
setuproll

Codex CLI Python Data Cruncher

Codex CLI logoCodex CLIFast pandas and Polars scripting in the terminal
87.0
setuproll

Self-Hosted Discord Bot on a Local LLM

Aider logoAiderA private Discord assistant with no API bill
84.0
setuproll
META

Telegram RAG Support Bot

Claude Code logoClaude CodeAnswer customers from your own docs in Telegram
90.0
setuproll
META

ComfyUI Flux Product Shot Studio

Aider logoAiderGenerate clean product photos from one reference
91.0
setuproll

Local SDXL Brand Icon Factory

Continue logoContinueCrank out on-brand icons and stickers locally
79.0
setuproll

Long Video to Shorts Auto-Pipeline

Claude Code logoClaude CodeTurn one long video into many vertical clips
86.0
setuproll

Talking-Head Avatar Video Maker

Aider logoAiderScript-to-spoken-avatar videos at scale
77.0
setuproll

n8n AI Inbox Triage Automation

Claude Code logoClaude CodeAuto-label, draft and route incoming email
85.0
setuproll

Browser-Use Web Research Agent

Claude Code logoClaude CodeLet an agent navigate sites and extract data
83.0
setuproll

Windsurf Vue & Nuxt Cascade

Windsurf logoWindsurfBuild Nuxt apps with guided agent flow
82.0
setuproll

vLLM Bulk Text Classifier

Aider logoAiderClassify millions of rows cheaply offline
84.0
setuproll

Cline Chrome Extension Builder

Cline logoClineShip a Manifest V3 extension end to end
80.0
setuproll

Gemini CLI Monorepo Doc Sweeper

Gemini CLI logoGemini CLIKeep docs and READMEs in sync across packages
78.0
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WhatsApp Booking Assistant Bot

Claude Code logoClaude CodeTake appointments over WhatsApp automatically
83.0
setuproll
META

Next.js Feature Shipper

Claude Code logoClaude CodeShip full Next.js features end to end
93.0
setuproll

Rust Systems Pair

Cursor logoCursorWrite and review safe systems code in Rust
88.0
setuproll

Mac Local Model Daily Driver

Continue logoContinuePrivate coding chat on Apple Silicon
84.0
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META

Team Self-Hosted LLM Gateway

Aider logoAiderServe one open model as an internal API
90.0
setuproll

Telegram Support Bot Builder

Claude Code logoClaude CodeShip a Telegram bot that answers from your docs
86.0
setuproll

Discord Moderation Agent

Cline logoClineAuto-moderate a Discord community
80.0
setuproll

YouTube to Shorts Repurposer

Gemini CLI logoGemini CLITurn long videos into vertical clips
85.0
setuproll

ComfyUI Product Shot Studio

Codex CLI logoCodex CLIGenerate clean product photos locally
87.0
setuproll

Brand Asset Generator

Codex CLI logoCodex CLIGenerate consistent on-brand illustrations
79.0
setuproll

n8n Inbox Triage Pilot

Claude Code logoClaude CodeAuto-sort and draft replies for email
83.0
setuproll

Browser Scraping Agent

Windsurf logoWindsurfExtract structured data from messy pages
78.0
setuproll

ML Experiment Lab

Claude Code logoClaude CodeRun reproducible ML experiments
89.0
setuproll
META

Stripe SaaS Billing Engine

Claude Code logoClaude CodeShip subscriptions, metering and webhooks safely
92.0
setuproll

Chrome Extension MV3 Builder

Cursor logoCursorBuild and ship a Manifest V3 browser extension
87.0
setuproll

Rust CLI Tool Forge

Aider logoAiderBuild a fast, distributable command-line tool in Rust
85.0
setuproll

Resilient Web Scraper

Claude Code logoClaude CodeScrape modern JavaScript sites without getting blocked
86.0
setuproll

Godot 2D Game Studio

Cline logoClinePrototype a 2D game with GDScript and clean scenes
81.0
setuproll

Technical Docs and AEO Writer

Claude Code logoClaude CodeWrite accurate developer docs that rank in answer engines
83.0
setuproll

SQL Analytics and dbt Lab

Claude Code logoClaude CodeWrite trustworthy analytics SQL and dbt models
88.0
setuproll

Cold Email Outreach Engine

Gemini CLI logoGemini CLIDraft personalized outreach sequences at low cost
80.0
setuproll

Accessibility Audit and Fix Cell

Claude Code logoClaude CodeFind and fix WCAG issues, then prove they are gone
87.0
setuproll

Kubernetes Helm Ops Pilot

Claude Code logoClaude CodeAuthor and roll out Helm charts without breaking prod
88.0
setuproll