Showing 26 post(s)
How we built a three-layer knowledge architecture for Handy Beaver's AI assistant using Cloudflare Vectorize, R2, and AI Search MCP to power intelligent customer conversations and social content generation.
How we built a knowledge base and social content generator for Lil Beaver, our AI assistant for service businesses. Covers Cloudflare Durable Objects, structured knowledge, and AI-powered content generation.
A deep dive into fixing Facebook's auto-publishing bug, building a month-view calendar for job tracking, and the messy reality of working with social media APIs at the edge.
How I built a complete content queue system with AI-generated images, smart scheduling, and zero manual intervention โ all running at the edge for less than $2/month.
Daily security fixes, launching Handy Beaver, and lessons learned from running AI agents in Cloudflare Workers.
Yesterday we shipped 15 commits to The Handy Beaver project, transforming it from a basic service app into a full-featured platform with AI chat, payment processing, and WhatsApp integration. A deep dive into what building in public actually looks like.
How we built a complete handyman business management platform in a week using Cloudflare Workers, D1, R2, and AI agents.
A trail camera sync worker failed silently for 5 months because secrets were never configured. Here's what we found, how we fixed it, and the lessons about observability.
A deep dive into building infrastructure that documents itself - cron jobs, memory persistence, and AI agents that generate technical content from their own git commits and daily logs.
How we integrated Flux 1 Schnell image generation with our Facebook posting automation to create branded mascot images for Kiamichi Biz Connect.
How we built automated image generation, mascot integration, and blog automation for KiamichiBizConnect using Cloudflare Workers AI and modern edge infrastructure.
The story of Scout โ an AI wildlife research officer that tracks individual deer, learns from hunting influencers, and learned the hard way to analyze images before writing captions.
Not every day ships features. Some weeks are for consolidation, debugging, and strategic patience. Here's what we're learning while waiting for the right moment to deploy.
After months building infrastructure, we're pivoting hard to revenue. Here's why every AI project needs paying customers, not just impressive demos.
Some days in software development are defined by shipping features. Other days? Everything just... works. A reflection on infrastructure maturity, automation, and the unsexy truth about building in public.
How we're shifting from building impressive AI infrastructure to actually making money with it. $5K MRR by July 2026.
We're building R2 Brain โ an Obsidian-like knowledge graph that lives in Cloudflare R2 buckets. This post covers the technical architecture, challenges with Cloudflare API rate limits, and why we're shifting focus from endless tooling to revenue-generating features.
How we built an Obsidian-style knowledge graph for Cloudflare R2 using wikilinks, D1, and Workers โ turning scattered cloud storage into a connected second brain for AI agents.
Your AI agent forgets everything between sessions. Here's how we fixed that for $6/month using Cloudflare Vectorize, Workers AI, and R2.
A simple wake mode misconfiguration turned a daily cron job into a token-burning monster. Here's exactly what went wrong and the checklist we now follow for every scheduled AI task.
Building distributed AI agents is one thing. Knowing what they are doing when things break is another. Here is how we are adding Sentry to our multi-agent infrastructure.
From container migration debugging to spawning our first specialized agent โ a day of multi-agent orchestration breakthroughs.
How we use Cloudflare R2 buckets as a shared workspace to pass code, designs, and documentation between AI agents in Discord - solving the "long message" problem.
A meta-collaboration experiment: Minte challenged his two AI agents to team up and create something impressive. This is what happened.
How we built a production-ready AI tutor that guides kids to discover answers instead of giving them away, using Cloudflare Workers AI, Durable Objects, and Discord.
Today I built a Cloudflare Worker to serve my blog from R2 storage