What tool do most creators use to code & ship?

GitHub is the most-adopted tool for this job among the creators we track: 67 tracked creators have an active usage record for it. 98% of its classified mentions are organic, meaning no sponsorship signal was found in them (mentions we cannot classify are excluded from that ratio). Adoption counts, not editorial opinion, order this list, and the receipts behind it are linked above.

What is the runner-up to GitHub, and when is it the better choice?

Codex is the runner-up with 49 active creators, against 67 for GitHub, in the same category. We do not editorialize the gap. What the data offers: 97% of Codex's classified mentions are organic, versus 98% for GitHub. Read the receipts on both tool pages and weigh the quotes yourself; that is what they are there for.

How is this ranking decided?

By counting creators, not opinions. Every mention we ingest carries a receipt: a source link, a timestamp or position, a verbatim quote of at most 120 characters, and a sponsorship classification (organic, sponsored or ambiguous). The list orders tools by how many tracked creators actively use each one; organic mentions weigh four times more than sponsored ones in scoring. Affiliate links on this page have no path into that computation. Full detail is on the methodology page.

How fresh is this data?

The scores behind this ranking are snapshotted weekly, and the data behind the current list was computed on 14 Sept 2026, the same date the stamp at the bottom of this page shows. After a recompute, the page refreshes within roughly ten to twenty minutes (two stacked 600-second caches). Recency also shapes the ranking itself: mention weight decays with a 14-day half-life, so current usage counts more than last year's.

Are these affiliate recommendations?

No. Some links on this page, marked with an arrow, are affiliate links, and if you buy through them we may earn a commission at no extra cost to you. That revenue has no path into the ranking: positions, trending scores and sponsorship labels are computed exclusively from creator-mention data. The full disclosure, in FTC wording and the German paragraph 5a UWG wording, sits on this page above the list.

Where do these creator mentions come from?

From public content by the creators we track: YouTube videos, podcast episodes, X posts and newsletters. When a tracked creator mentions a tool there, we ingest the mention together with its receipt: a source link, a timestamp or position, a quote of at most 120 characters, and a sponsorship classification. Rankings are computed exclusively from that mention data; money never changes them.

What do creators use to code and ship?

GitHub is the most-adopted tool for this among creators we track, used by 67 creators (98% of its mentions organic over the past 90 days). This ranking counts real, receipt-backed creator usage — no editorial opinion, no paid placement.

Spans: 1 category · ranked by active tracked creators

Affiliate links · Werbung›

Affiliate disclosure: links marked with ↗ on this page are affiliate links. If you buy through them, we may earn a commission at no extra cost to you. This never influences rankings, trending scores or organic/sponsored labels — those are computed exclusively from creator-mention data.

Werbehinweis gemäß §5a UWG: Mit ↗ markierte Links auf dieser Seite sind Affiliate-Links (Werbung). Bei einem Kauf über diese Links erhalten wir eine Provision; für Sie entstehen keine Mehrkosten. Dies hat niemals Einfluss auf Rankings, Trend-Scores oder Organisch/Gesponsert-Kennzeichnungen — diese werden ausschließlich aus Creator-Erwähnungsdaten berechnet.

1
GitHubDeveloper Tools
Git hosting and collaboration platform for source code, issues, pull requests and CI.
67 active creators · 138 mentions · 98% organic (past 90 days) · Free for public repos; paid team and enterprise plans
“Share your projects on GitHub and LinkedIn.” — Aishwarya Srinivasan source ↗
try GitHub receipts →
2
CodexDeveloper Tools
OpenAI's coding agent. It works on a repository, carries out tasks on its own and proposes the result as a pull request.
49 active creators · 154 mentions · 97% organic (past 90 days)
“In this video, I use Codex to control Blender, build a playable car game on Mars” — Developers Digest source ↗
try Codex receipts →
3
CursorDeveloper Tools
AI-first code editor (a VS Code fork) with built-in chat, codebase-aware edits and agentic coding.
31 active creators · 65 mentions · 88% organic (past 90 days) · Free tier; Pro ~$20/month
“After 3 weeks of using Cursor's cloud agents every day on Yorby, I'm not going back.” — Your Average Tech Bro source ↗
try Cursor receipts →
4
LovableDeveloper Tools
Turns a plain-language brief into a working web app, database and deployment included.
23 active creators · 45 mentions · 64% organic (past 90 days)
“I've built and deployed multiple real sites with Lovable” — Tech With Tim source ↗
try Lovable receipts →
5
Hugging FaceDeveloper Tools
Hub for open models, datasets and demos, with libraries for pulling them into your own code.
22 active creators · 41 mentions · 100% organic (past 90 days)
“Right now, the Hugging Face Hub hosts over half a million pre-trained AI models.” — ProgrammingKnowledge2 source ↗
try Hugging Face receipts →
6
ChatGPT CodexDeveloper Tools
OpenAI's coding agent. It works on a repository, carries out tasks on its own and proposes the result as a pull request.
17 active creators · 44 mentions · 100% organic (past 90 days)
“I built this reel using ChatGPT Codex... and the result is insane.” — Damini Tripathi source ↗
try ChatGPT Codex receipts →
7
CoderabbitDeveloper Tools
AI code-review assistant that posts line-by-line feedback and summaries on pull requests.
16 active creators · 25 mentions · 42% organic (past 90 days) · Free for open source; paid from ~$15/dev/month
“Try CodeRabbit for FREE” — JavaScript Mastery source ↗
try Coderabbit receipts →
8
OpenAI CodexDeveloper Tools
OpenAI's coding agent. It works on a repository, carries out tasks on its own and proposes the result as a pull request.
15 active creators · 17 mentions · 94% organic (past 90 days)
try OpenAI Codex receipts →
9
VS CodeDeveloper Tools
Free, extensible source-code editor by Microsoft with debugging, Git integration and a large extension marketplace.
15 active creators · 47 mentions · 100% organic (past 90 days) · Free and open-source
“In older videos, I was using VS Code” — Kevin Powell source ↗
try VS Code receipts →
10
GitDeveloper Tools
Distributed version control that keeps a traceable history of every change.
14 active creators · 20 mentions · 95% organic (past 90 days)
“shared via Git. When you commit and push your code, your AI's updated memory is shared” — ProgrammingKnowledge2 source ↗
try Git receipts →
11
SupabaseDeveloper Tools
Backend built on Postgres, with auth, storage, realtime and an API generated from the schema.
11 active creators · 16 mentions · 94% organic (past 90 days)
“Check out Supabase” — Developers Digest source ↗
try Supabase receipts →
12
VercelDeveloper Tools
Hosting for web apps, with a preview deployment per pull request, a global edge network and tight Next.js support.
11 active creators · 12 mentions · 83% organic (past 90 days)
“We went over every service we pay for including Supabase, Vercel, Resend, Apify, Kling, Google Cloud, Claude, Codex, Pos” — Your Average Tech Bro source ↗
try Vercel receipts →
13
DockerDeveloper Tools
Packages an application with its dependencies into a container so it runs the same everywhere.
10 active creators · 20 mentions · 90% organic (past 90 days)
“the ultimate fail-safe for Docker self-hosters: Environment Variables! We will open our `docker-compose.yml` file” — ProgrammingKnowledge2 source ↗
try Docker receipts →
14
PythonDeveloper Tools
Programming language with readable syntax, common in data work, AI and automation.
10 active creators · 29 mentions · 100% organic (past 90 days)
“We will open our Python editor and utilize the official Hugging Face transformers library alongside the Qwen models.” — ProgrammingKnowledge2 source ↗
try Python receipts →
15
Google AI StudioDeveloper Tools
Google's workbench for the Gemini models: try prompts, tune parameters and copy out the matching API call.
9 active creators · 14 mentions · 100% organic (past 90 days)
“You will learn exactly how to navigate to Google AI Studio, generate a free API key, securely inject it into the n8n Cre” — ProgrammingKnowledge2 source ↗
try Google AI Studio receipts →
16
AWSDeveloper Tools
Amazon's cloud, covering compute, storage, databases and the services around them.
8 active creators · 35 mentions · 100% organic (past 90 days)
“So, first log in to your AWS console, then you have to search for the billing, okay?” — ProgrammingKnowledge2 source ↗
try AWS receipts →
17
ReplitDeveloper Tools
Browser development environment with collaborative editing and one-click deployment.
8 active creators · 19 mentions · 84% organic (past 90 days)
“We use tools like Claude, Replit, ChatGPT, Google Forms” — Ishan Sharma source ↗
try Replit receipts →
18
EmergentDeveloper Tools
AI agent that turns a description into a working application and ships it.
7 active creators · 7 mentions · 14% organic (past 90 days)
try Emergent receipts →
19
TailscaleDeveloper Tools
Builds a private network between your own machines without port forwarding or a classic VPN server.
6 active creators · 6 mentions · 83% organic (past 90 days)
try Tailscale receipts →
20
ClerkDeveloper Tools
Drop-in authentication, user management and session handling for web and mobile apps.
6 active creators · 8 mentions · 63% organic (past 90 days) · Free tier; paid from ~$25/month
“Try Clerk for FREE” — JavaScript Mastery source ↗
try Clerk receipts →
21
BunDeveloper Tools
Fast JavaScript runtime with a package manager, bundler and test runner built in.
5 active creators · 4 mentions · 100% organic (past 90 days)
try Bun receipts →
22
SerpApiDeveloper Tools
API that returns search engine results as structured data, handling proxies and captchas.
5 active creators · 4 mentions · 25% organic (past 90 days)
“Stop scraping manually and check out SerpApi now!” — bycloud source ↗
try SerpApi receipts →
23
Three.jsDeveloper Tools
JavaScript library for 3D graphics in the browser, built on WebGL.
5 active creators · 4 mentions · 100% organic (past 90 days)
try Three.js receipts →
24
ReactDeveloper Tools
Library for building user interfaces out of components, made at Meta.
4 active creators · 4 mentions · 100% organic (past 90 days)
try React receipts →

FAQ

What tool do most creators use to code & ship?: GitHub is the most-adopted tool for this job among the creators we track: 67 tracked creators have an active usage record for it. 98% of its classified mentions are organic, meaning no sponsorship signal was found in them (mentions we cannot classify are excluded from that ratio). Adoption counts, not editorial opinion, order this list, and the receipts behind it are linked above.
What is the runner-up to GitHub, and when is it the better choice?: Codex is the runner-up with 49 active creators, against 67 for GitHub, in the same category. We do not editorialize the gap. What the data offers: 97% of Codex's classified mentions are organic, versus 98% for GitHub. Read the receipts on both tool pages and weigh the quotes yourself; that is what they are there for.
How is this ranking decided?: By counting creators, not opinions. Every mention we ingest carries a receipt: a source link, a timestamp or position, a verbatim quote of at most 120 characters, and a sponsorship classification (organic, sponsored or ambiguous). The list orders tools by how many tracked creators actively use each one; organic mentions weigh four times more than sponsored ones in scoring. Affiliate links on this page have no path into that computation. Full detail is on the methodology page.
How fresh is this data?: The scores behind this ranking are snapshotted weekly, and the data behind the current list was computed on 14 Sept 2026, the same date the stamp at the bottom of this page shows. After a recompute, the page refreshes within roughly ten to twenty minutes (two stacked 600-second caches). Recency also shapes the ranking itself: mention weight decays with a 14-day half-life, so current usage counts more than last year's.
Are these affiliate recommendations?: No. Some links on this page, marked with an arrow, are affiliate links, and if you buy through them we may earn a commission at no extra cost to you. That revenue has no path into the ranking: positions, trending scores and sponsorship labels are computed exclusively from creator-mention data. The full disclosure, in FTC wording and the German paragraph 5a UWG wording, sits on this page above the list.
Where do these creator mentions come from?: From public content by the creators we track: YouTube videos, podcast episodes, X posts and newsletters. When a tracked creator mentions a tool there, we ingest the mention together with its receipt: a source link, a timestamp or position, a quote of at most 120 characters, and a sponsorship classification. Rankings are computed exclusively from that mention data; money never changes them.

data updated 14 Sept 2026