# Cloudflare Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/cloudflare
> Markdown URL: https://aitinkerers.org/technologies/cloudflare.md
> Technology record last updated: 2026-02-22T16:48:56Z
> Generated: 2026-09-22T17:53:21Z

Cloudflare is the global cloud platform that secures, accelerates, and optimizes every internet connection: your network, applications, and teams.

Cloudflare is an essential internet infrastructure and security provider. We operate one of the world's largest networks, proxying approximately 20% of the web and handling an average of 45 million HTTP requests per second. Our platform delivers integrated security (DDoS mitigation, WAF, Zero Trust) and performance (CDN, edge computing via Workers) from 330+ cities worldwide. This architecture ensures millions of internet properties—from small blogs to Fortune 1000 companies—remain fast, reliable, and protected against sophisticated attacks.

- Official technology site: https://www.cloudflare.com
- Public AI Tinkerers demos and talks: 17
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Making local elections more transparent with AI](https://la.aitinkerers.org/talks/rsvp__2-l-YlpnxM)

Local elections decide a lot and almost nobody covers them. California city races are nonpartisan by law, so the ballot doesn't share a candidate's party, and local coverage of city hall has thinned to almost nothing. The records are public but unusable: filings as PDFs, a county voter file behind a paywall, endorsements scattered across a dozen sites. Torrance Watch is the public reference that could not exist before LLMs. Every contested race, every candidate covered the same way: background, where they stand, who endorsed them, and who is funding them, split into direct contributions, independent PAC spending, and how many donors actually live in Torrance. Every claim is footnoted to a filing you can open, and equal treatment is a compile gate, so a race covered unevenly fails to build. About 26,000 people used it, and roughly a quarter million saw the findings across Facebook groups, Reddit and Nextdoor. The busiest day was June 8, mid-count, not election night. It forecast the count and called four races itself, for a city of 145,000, because no wire service covers a city election. And it put a number on the money: $148,000 from Orange County real estate PACs across the five races, seven times what Torrance public-safety unions spent. Claude Code built it: 423 merged pull requests, one person, April to August. Six pipelines work the review queues, matching 2,543 donors against 6.4 million voter registrations, checking endorsements against their sources, and drafting candidate profiles. A deterministic scorer runs first and settles what it can. What it cannot resolve goes to LLM judges working under rules written before the run, and every decision records who made it. For the hardest cases three models judge separately, blind to the matcher's own pick, and the label only counts if all three agree. Nothing about it is specific to Torrance. The same pipeline would work for any city.

- Event context: AI Tinkerers LA — August 6: Builder Meetup & Live Demos — 2026-08-07 — Los Angeles
- Public talk page: https://la.aitinkerers.org/talks/rsvp__2-l-YlpnxM

### [Podsumo - your personal podcast agent](https://nurnberg.aitinkerers.org/talks/rsvp_RZYtKUm6Y7c)

I follow a lot of podcasts but just don't have time to actually listen. I built Podsumo (podsumo.io) which scans and identifies interesting episodes from my list of podcasts and also answers questions if I have. The cool part is that it all runs within the modal labs free credit with less than 50 cents of Deepseek API credits.

- Event context: AI Tinkerers Nürnberg: June Meetup (Community Hub) — 2026-06-24 — Nürnberg
- Public talk page: https://nurnberg.aitinkerers.org/talks/rsvp_RZYtKUm6Y7c

### [Building an AI Language Tutor for iOS](https://berlin.aitinkerers.org/talks/rsvp_VPPtB_Q1kCM)

A German learning app for iOS. Every card is a unique AI-generated illustration, and instead of swiping through cards you can practice by speaking with a realtime voice tutor that drops you into dynamically generated scenarios -- order a coffee, miss a train, argue with your landlord. It mines your conversation transcripts for the mistakes you actually made and turns them into new cards overnight. FSRS spaced repetition underneath, and I use it every day for my own German.

- Event context: AI Tinkerers Berlin - June 17, 2026 — 2026-06-17 — Berlin
- Public talk page: https://berlin.aitinkerers.org/talks/rsvp_VPPtB_Q1kCM

### [Roast.fm - Make Anything Funny, Get Shredded by AI](https://orange-county.aitinkerers.org/talks/rsvp_Gl9b5aQvJ0E)

Roast.fm is an AI that takes in anything boring and and makes it funny. Upload any URL, file, photo, PDF, YouTube video, or whatever -- get back a comedy roast in the form of a hilarious podcast you can share with your friends. Crank the dial from rated G to rated X. Plus, it roasts you in the process.

- Event context: AI Tinkerers Orange County: June 2nd, 2026: AI and the Business Startup Process — 2026-06-03 — Orange County
- Public talk page: https://orange-county.aitinkerers.org/talks/rsvp_Gl9b5aQvJ0E

### [Revolutionalizing audiobooks with AI](https://dubai.aitinkerers.org/talks/rsvp_WNyvbI0-h8Q)

75000+ Audiobooks narrated to you through the power of AI. Will start with completely explaining the product along with a working demo of the app. A user chosen book (from the 75000+) book catalogue being narrated live with AI.

- Event context: AI Tinkerers Dubai - May Demo Day — 2026-05-23 — Dubai
- Public talk page: https://dubai.aitinkerers.org/talks/rsvp_WNyvbI0-h8Q

### [Taylor Solves Wordle -> New Website Generated on Answer by 3 Competing LLMs](https://raleigh.aitinkerers.org/talks/rsvp_FhyjRFJIyCo)

I'll be presenting a little system I built that allows me, after solving the Wordle, to push the answer up to my home computer where a series of LLMs run to generate three different landing pages based on the Wordle word. It then automatically deploys it to my website, notifying me along the way at each step.

- Event context: AI Tinkerers Raleigh Meetup — May 6, 2026 — 2026-05-06 — Raleigh
- Public talk page: https://raleigh.aitinkerers.org/talks/rsvp_FhyjRFJIyCo

### [Fixing the Friction: Building the "Missing Link" Between GenAI and Professional Art Direction](https://dublin.aitinkerers.org/talks/rsvp_MDWsrTTBzH4)

SousVide is, at its core, a highly intuitive and easy-to-use image generation tool that I built specifically for precise art direction and project management. Most AI tools today suffer from severe feature bloat. In practice, you quickly realize that 85% of the functions they advertise end up being completely useless in a real workflow. The real question isn't how to add more buttons, but how to maximize and streamline the 15% that actually matters. That's why the focus here is entirely on a frictionless, drag-and-drop experience. In my demo, I broke down how this straightforward operation gives real creative control back to the artist. I showcased the technical flow of taking an external asset and routing it seamlessly through image generation APIs—proving that high-end generation can be simple to operate without sacrificing control.

- Event context: AI Tinkerers Dublin: Demo Night with Fin — 2026-04-28 — Dublin
- Public talk page: https://dublin.aitinkerers.org/talks/rsvp_MDWsrTTBzH4

### [MoltComics: comic strips by agents](https://nyc.aitinkerers.org/talks/rsvp_u3m-CE7vRUU)

Talk about the process of building moltcomics.com, and imagine a future of agent to agent social networks

- Event context: 🦞ClawHack NY with Convos, ft ElevenLabs, Convex, & more — 2026-02-28 — New York City
- Public talk page: https://nyc.aitinkerers.org/talks/rsvp_u3m-CE7vRUU

### [Grok like system but home made](https://montreal.aitinkerers.org/talks/rsvp_4jmt53Nli5M)

Scrappy implementation of how you can use tool base model to fetch from database / web url or even other to enable end user into a SQL like language for your own workflow in simple

- Event context: AI Tinkerers Montreal - February 2026 Meetup — 2026-02-24 — Montreal
- Public talk page: https://montreal.aitinkerers.org/talks/rsvp_4jmt53Nli5M

### [Vibe Coding? No, Vibe Marketing!](https://raleigh.aitinkerers.org/talks/rsvp_hjGHZ7jkGno)

I'll provide an overview of Vibemarketing. I recently wrote the Vibemarketing Manifesto and provide some examples of some tools and applications that I've built recently

- Event context: AI Tinkerers Raleigh Meetup — February 11, 2026 — 2026-02-11 — Raleigh
- Public talk page: https://raleigh.aitinkerers.org/talks/rsvp_hjGHZ7jkGno

### [Mirascope v2!!](https://la.aitinkerers.org/talks/rsvp_QyohIm20Xrw)

Mirascope v2 is the complete toolkit for AI engineers. It's everything you need to build, observe, iterate, and ship production quality AI applications, features, automations -- you name it.

- Event context: January 29th - LA AI Tinkerers Meetup & Demos (w/ Special Guest Alibaba WAN) — 2026-01-30 — Los Angeles
- Public talk page: https://la.aitinkerers.org/talks/rsvp_QyohIm20Xrw

### [How AI Agents Actually Work With Tools and MCP](https://boston.aitinkerers.org/talks/rsvp_-GgiZUK9K-g)

I will show the actual code flow of how tool calling and MCP in agents actually works.

- Event context: AI Tinkerers Boston June Meetup @ MIT! — 2025-06-30 — Boston
- Public talk page: https://boston.aitinkerers.org/talks/rsvp_-GgiZUK9K-g

### [Agents, Tools, Chaos: creating emergent multi-agent playgrounds!](https://berlin.aitinkerers.org/talks/rsvp_h-3bMmqdADU)

Building multi-agent simulations is chaotic, rewarding, and unexpectedly fun. I'll demonstrate how I integrated state-of-the-art large language models (LLMs) like GPT-4o and Claude, diverse agent toolkits (reasoning, navigation, communication, web browsing, coding, art generation), and a robust game engine into Squad – a dynamic AI playground. Squad enables autonomous agents to collaborate, compete, and occasionally spiral into fascinating emergent behaviors. The talk covers: Technical Architecture: - Frontend: Next.js, Phaser game engine, Zustand state management - Backend: Cloudflare serverless functions, Vercel AI SDK, Supabase realtime DB Agent Design Patterns: - Practical approaches for integrating diverse AI tools with agents - Strategies for overcoming challenges like agent coordination, memory consistency, and state synchronization Emergent Behaviors: - Real-world examples of complex interactions among tool-rich agents - Live demos showcasing dynamic agent interactions, unexpected collaborations, and humorous breakdowns

- Event context: AI Tinkerers Berlin - June 3rd 2025 — 2025-06-03 — Berlin
- Public talk page: https://berlin.aitinkerers.org/talks/rsvp_h-3bMmqdADU

### [Turn any agentic IDE into Lovable/Bolt with just one MCP](https://london.aitinkerers.org/talks/rsvp_We9mBTeNS34)

We want to show how (relatively non-technical) vibe coders can close the entire software engineering life cycle loop from code to deployment by adding a single MCP server to their agentic IDE of choice. In this demo we want to showcase how we essentially turned Cursor into a prototyping tool beyond Lovable by adding a ACI.dev unified MCP server configured with the correct devOps tools. We will let Cursor code up a simple next.js web app from scratch, then get the Cursor agent to figure out and perform the following actions in real time with minimal input from the vibe coder: - actually deploy the webapp to Vercel - get a preview URL - configure DNS in Cloudflare to point a domain to the above URL - then send the webapp to audiences via SMS All this will be made possible by adding just one MCP server to Cursor. Throughout the demo, we will also explain how the unified MCP server is implemented to access 600+ tools with only two MCP functions.

- Event context: AI Tinkerers London - May Meetup — 2025-05-27 — London
- Public talk page: https://london.aitinkerers.org/talks/rsvp_We9mBTeNS34

### [Simplify (cool) AI Integrations with MCP](https://london.aitinkerers.org/talks/rsvp_MM-ouRKWAgQ)

I'll demo a fun internal project of ours we have found useful. A Model Context Protocol hub that allows you to run, test and connect AI Integrations to your favourite apps. It's super cheap to host so we are opening free access. I'll show how we built it on Cloudflare Durable Objects and how you can add new integrations for yourself.

- Event context: AI Tinkerers London - May Meetup — 2025-05-27 — London
- Public talk page: https://london.aitinkerers.org/talks/rsvp_MM-ouRKWAgQ

### [Building your AI app with Cloudflare Pages & Worker AI](https://toronto.aitinkerers.org/talks/rsvp_lBPJIs0tEzE)

Cloudflare is a option to start exploring various AI implementation based on their model. You can improve the speed to the endusers with their infrastructure. They also have free tier which is great to start with. In this demo, I can share the architecture on how to build an AI application utilizing Github, Angular (or any other framework), Cloudflare Pages and Worker AI.

- Event context: AI Tinkerers Toronto - Inaugural Meetup — 2024-04-11 — Toronto
- Public talk page: https://toronto.aitinkerers.org/talks/rsvp_lBPJIs0tEzE

### [Multiplayer AI on the Edge](https://london.aitinkerers.org/talks/rsvp_AY8-6GI3p7k)

There are two kinds of AI assistants: - Ones that you have to ask to do things. - Ones that watch everything you do in the background and act on your behalf for you I implemented Maggie Appleton's "AI Daemons" design concept, with her permission, from https://maggieappleton.com/lm-sketchbook#daemons. This demo shows how I built it, and deployed it to the edge using Cloudflare Workers platform.

- Event context: AI Tinkerers London July - RSVP REQUIRED — 2023-07-18 — London
- Public talk page: https://london.aitinkerers.org/talks/rsvp_AY8-6GI3p7k

## Related Technologies

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