LogicWeave
Projects

I Tested Claude Code Memory vs mem0. One Stores Files, One Stores Opinions.

I stored 10 detailed memories in mem0 and got back 15 atomic facts. Here is what survived, what did not, and when each system matters.

Mar 12, 20266 min read
Projects

Claude Code Agents: My 4-Agent Pipeline | LogicWeave

I built 4 specialized Claude Code agents that plan, write, optimize, and research content autonomously. Here is how the pipeline chains together.

Mar 12, 20267 min read
Projects

Adobe Firefly Just Became a Serious Automation Tool (And Most People Haven’t Noticed)

Adobe Firefly is not just another AI image generator. Its commercial licensing and API make it the first serious option for automated content pipelines.

Dec 8, 20257 min read
Projects

The Legacy Workflow: Why Connecting MCP Servers to Azure AI Foundry Used to Make Developers Cry

No Add Server button. No URL form. Connecting MCP servers to Azure AI Foundry meant fighting the platform at every step. Here is the legacy workflow.

Nov 27, 20258 min read
AI & Automation

Claude Code Needed a Home. Archon Gave Me a Security Education Instead.

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.

Oct 25, 202514 min read
AI & Automation

How I Validated an AI Ticket Agent in 2 Weeks (Before a Client Spent $30K Building the Wrong Thing)

I validated an AI ticket agent in two weeks on Azure AI Foundry before the client committed to a $30K production build.

Sep 4, 20258 min read
Projects

I Forked a Repo to Supercharge Claude Code (And Accidentally Learned Zero-Trust Architecture)

I forked a repo to extend Claude Code and accidentally learned zero-trust architecture. Here is what happened when the tool outgrew its tooling.

Aug 21, 202511 min read
Cloud & DevOps

From Replit to Docker and Self-hosting: When Simple Becomes Complex

Moving a campaign management system from Replit to Docker self-hosting. What started as just move it became a complexity sequel.

Jul 3, 20257 min read
Cloud & DevOps

Setting Up Uptime Kuma: When ‘Just Monitor My Stuff’ Becomes a Linux Deep Dive

A customer called about a broken form before I knew it was down. Setting up Uptime Kuma turned into a full Linux monitoring deep dive.

Jun 26, 20256 min read
AI & Automation

I Almost Left AWS for Shinier Platforms. Then I Found Generative AI Application Builder.

I almost left AWS for Azure and GCP. Then Generative AI Application Builder changed my mind. Here is what it does that other platforms do not.

Jun 21, 20257 min read

Running an AI workflow that costs too much?

The AI Workflow Review finds the one change that makes it cheaper and better, in one week at a fixed price. Start with a 30-minute call.