Deploy AI Agents w/ Cloudflare | Cloudflare x Rootly x Clawbuilders
ClawBuilders S1:E5 — Deploy AI Agents with Cloudflare
Build. Deploy. Demo.
ClawBuilders is a hands on AI builder meetup. Bring your laptop, choose a track, and spend the evening building alongside developers, founders, designers, and AI enthusiasts.
For Episode 5, we're taking AI agents from localhost to the Cloudflare edge.
Choose from two core tracks and two bonus tracks. Every track is designed around the same goal: build something real and get it live on the internet tonight.
🛠 Builder Tracks
🟢 Starter Track: Single File PR Reviewer
Build and deploy your own AI powered GitHub pull request reviewer using Cloudflare Workers AI.
Start from a template and get your agent running on a live *.workers.dev URL in around 10 minutes.
You'll learn how to:
Deploy an AI agent with Cloudflare Workers
Connect GitHub pull requests to Workers AI
Run inference using Cloudflare's free tier
Ship using Wrangler, the starter template, or a one click Deploy Button
Perfect if this is your first time building on Cloudflare.
🔴 Advanced Track: Multi Model Review Committee
Go beyond a single model and build a stateful AI code review committee inspired by Alibaba's OCR architecture.
Your agent combines:
Cloudflare Workers + SQLite backed Durable Objects + Workers AI + AI Gateway + GitHub App authentication
A six stage pipeline coordinates specialized models for security and code quality analysis.
The reference implementation includes push debouncing, deterministic file filtering, live OSV.dev and deps.dev supply chain lookups, parallel security and quality analysis, and actionable GitHub suggestion blocks.
A lightweight typesafe/jev triage gate sits in front of the committee and decides whether each diff needs:
DeepSeek R1 for security
Qwen 2.5 Coder for code quality
Both models
Neither model
That means a documentation only change or routine dependency update can skip unnecessary model calls entirely.
If the deterministic checks detect a real vulnerability or policy issue, the security review is always triggered. The triage layer can increase scrutiny, but it cannot suppress a confirmed finding.
🧪 Bonus Tracks
📖 Story Agent: Daily Build Log Bot
Turn your GitHub activity into an automatically generated public build log.
The Worker reads what merged into your repository that day, removes anything that looks sensitive, uses Workers AI to turn the changes into a short non technical update, and publishes it to Threads.
A /preview route lets you complete and demo the entire workflow while Meta provider verification is pending.
🌐 Web QA Agent: Browser Rendering + typesafe/jev
Build an autonomous QA agent inspired by the browser testing approach of Google's ARTEMIS.
Browser Rendering crawls your site.
typesafe/jev cheaply triages console errors, network failures, and page issues.
Only pages that need deeper investigation are escalated to a vision model.
The agent then verifies the issue, writes it up, captures the screenshot, and automatically creates a deduplicated GitHub Issue.
The result is an AI QA system that spends expensive model inference only where it is actually useful.
💡 Build Beyond the Tracks
These aren't just tutorials.
Take the building blocks and turn them into your own research agent, coding assistant, QA system, workflow automation, or side project.
Experiment. Break things. Combine tracks. Build something we didn't expect.
💻 Bring Your Tools
Use whatever you like building with:
Claude Code • Cursor • ChatGPT • Hermes • Windsurf • OpenClaw • VS Code
📋 Optional Setup
A free Cloudflare account is recommended. The Workers Free tier covers the Starter Track end to end.
You'll also want:
Node.js 18+
Wrangler CLI:
npm install -g wrangler
wrangler loginA fully charged laptop + charger
Don't have a Cloudflare account yet?
wrangler deploy --temporary
can give you a live workers.dev deployment in under a minute.
A note on the bonus tracks
The Web QA Agent's typesafe/jev calls use AI Gateway Unified Billing with a paid third party model, so that portion does not have a free tier.
The Story Agent can publish directly to Threads once provider verification clears. Until then, the complete workflow works through its preview mode.
📅 Agenda
5:30 to 6:00 PM
Check in + Pizza 🍕
6:00 to 6:15 PM
Welcome from Karan, Rootly, and Cloudflare
6:15 to 7:30 PM
Build Time
Choose Starter, Advanced, Story Agent, or Web QA
7:30 to 8:00 PM
Community Demos
8:00 to 8:30 PM
Wrap Up + Connect
🍕 Food and drinks provided.
Come build, learn from each other, deploy something real, and end the night by showing the community what you made.
About Rootly AI
Rootly is an AI native on call and incident management platform built to help Site Reliability Engineers resolve incidents faster, improve system resilience, and streamline on call operations.
Its always on SRE copilot helps automate root cause analysis and identify patterns that drive continuous improvement. Rootly is trusted by teams at companies including LinkedIn, NVIDIA, Replit, Elastic, Canva, Clay, Tripadvisor, and Grammarly.
About Cloudflare
Cloudflare's Agent Cloud provides the infrastructure for building and shipping production grade AI agents without managing the underlying infrastructure.
Agents can run across Cloudflare's global network with primitives for state, streaming, memory, scheduling, inference, and tool integration, letting builders focus on what their agents actually do rather than the infrastructure underneath them.