Engineering Manager / Technical Lead
Archive
Older writing on AI applications, software engineering, and developer tools.
When an AI agent spins up tasks on a complex frontend, complexity becomes the enemy. The hypothesis: simpler codebases mean fewer bugs — and in the age of AI co-generation, fewer hallucinations too.
Walk through building a minimal MCP server in Go that authenticates users via Auth0 using OAuth 2.0, JWT verification, and the MCP Go SDK.
AI isn't just making engineers faster — it's changing what engineering means. Here's what that shift looks like, and why the best days for software teams are still ahead.
A deep dive into LangWatch MCP Server — from basic setup to legendary architectural patterns for test-driven AI development and production inference monitoring.
How to build a workflow that groups git worktrees from multiple repositories into a single feature folder — then use Claude Code's agent teams to generate changes and PRs across all of them in parallel.
A comprehensive, multi-level deep dive into testing and quality assurance for modern AI-powered systems — from static web apps to agentic pipelines and MCP servers — using LiteLLM, LangWatch, Agno, AgentOS, and the Claude Agent SDK.
Learn how to connect Claude Code to Roblox Studio via MCP and go from spawning your first part to automating full game systems — with practical examples at every level.
A deep-dive into provisioning infrastructure with Terraform, packaging apps with Helm, and continuously deploying via ArgoCD — with real config for a Node.js API and an Agno Python agent. Structured across five expertise levels from Basic to Legendary.
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