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 revie