I Tested Claude Code Memory vs mem0. One Stores Files, One Stores Opinions.
I stored 10 detailed memories in mem0. It gave me back 15 atomic facts. Here’s what survived, what didn’t, and when each system actually matters.
Claude Code Agents: My 4-Agent Pipeline | LogicWeave
I cherry-picked 4 agents from an open-source repo and turned them into a content system that plans, writes, and optimizes from a single session.
Adobe Firefly Just Became a Serious Automation Tool (And Most People Haven’t Noticed)
I’ve been skeptical of AI image generators. Not because they’re bad at making images—they’re terrifyingly good at that now. But because most of them sit in a weird gray zone where you’re never quite sure if you can actually use what you create. Then I started digging into what Adobe’s been building with Firefly, and […]
The Legacy Workflow: Why Connecting MCP Servers to Azure AI Foundry Used to Make Developers Cry
You know that feeling when you click around a new platform’s UI looking for a button that should obviously exist, and it just… doesn’t? Yeah, that was me staring at Azure AI Foundry’s interface, trying to connect an MCP server to my agent. There was no “Add Server” button. No form to input a URL. […]
Claude Code Needed a Home. Archon Gave Me a Security Education Instead.
How setting up a self-hosted AI stack turned into a crash course in Docker networking, zero-trust security, and why simple solutions beat perfect ones There’s this moment when you’re deep into AI development where you realize you’re paying $20/month for Claude Pro, another subscription for API credits, and you’re still hitting rate limits when you […]
I Forked a Repo to Supercharge Claude Code (And Accidentally Learned Zero-Trust Architecture)
You know that moment when a tool becomes so powerful that the tooling around it becomes the bottleneck? That was me with Claude Code about three weeks ago. Claude Code has gotten ridiculously good. I’m using it for client projects, my own infrastructure work, even for building out complex n8n workflows. But the more powerful […]
From Replit to Docker and Self-hosting: When Simple Becomes Complex
Remember that campaign management system I built to save a client over $300/month by ditching Airtable’s expensive client portal? Well, that story just got a sequel – and like most sequels, it involved way more complexity than I originally anticipated. What started as a simple request to “move it off Replit so we own it” […]
Setting Up Uptime Kuma: When ‘Just Monitor My Stuff’ Becomes a Linux Deep Dive
You know that sinking feeling when a customer calls to tell you they can’t access something, and you realize you had no idea it was broken? That was me last week when AWS decided to have hardware issues with my EC2 instance. A simple phone call about a broken form turned into the wake-up call […]
I Almost Left AWS for Shinier Platforms. Then I Found Generative AI Application Builder.
You know that moment when you’re staring at three different cloud platforms, each promising to be the future of AI development, and you start second-guessing everything you thought you knew? Yeah, that was me a few weeks ago. I found myself caught in the classic developer trap: shiny new tool syndrome. Azure AI Foundry had […]
From Self-Hosted Chaos to CI/CD Zen: My DevOps Reality Check
You know that moment when you’re running a perfectly functional self-hosted stack, and you think “This could be better”? Yeah, that was me a few weeks ago. What started as a simple database migration turned into a full-blown DevOps adventure complete with firewall lockouts, authentication failures, and AWS deciding to have a bad day. Here’s […]