AIProductionSecurityTechnical Due Diligence
Do You Know What You Have?
Before you go live with an AI-assisted build, there's a question worth being able to answer honestly. Most people can't. Here's what that costs.
WRITING
Thinking out loud about engineering, AI, and delivery.
No hot takes. No thought leadership theatre. Just what I'm learning while building software and running a consultancy.
AISecurityProductionAudit
What I Find When I Audit AI-Assisted Builds
Most AI-assisted builds have the same security gaps. Authentication looks right until you trace it. Here's what I find when I audit before go-live.
MN
Mike Nash
AIProductionAuditSoftware Development
Three Calls, Same Problem
Three clients in a month, each about to go live with an AI-assisted build, all asking the same question: is what they got actually solid? The pattern is becoming consistent enough to be interesting.
AIAgentsTeams
Starting Agent Teams
The practical guide to setting up coordinated AI agent teams that actually deliver.
AIClaude CodeWorkflow
Building a Capture Learnings Skill
How I built a skill that captures and preserves learnings from each development session.
AIClaudeArchitecture
Using Claude Opus to Critique Your Plans
How I use Claude Opus as a sounding board for architectural and product decisions.
AIDevelopmentProduction
From Vibe Coding to Production
The gap between prototyping with AI and shipping to production - what it actually takes.
AIAgentsAutomation
I Built an Agent Control Room
My AI agents were getting unruly - silent failures, no visibility. So I built a real-time control room to fix it.
AIAgentsAutomation
My Army of Minions
How I set up a Notion board with autonomous AI agents picking up tickets, doing the work, and updating status.
AIClaude CodeDevelopment
I Built an AI Coding Flow That Doesn't Go Rogue (Part 2): Why Context Matters
Deep dive into the context management and workflow setup behind disciplined Claude Code usage.
AIClaude CodeDevelopment
I Built an AI Coding Flow That Doesn't Go Rogue (Part 1)
Exploring disciplined AI-assisted development with Claude Code - building an autonomous workflow that actually stays on track.
DevelopmentCode Quality
Shit Code
Why bad code happens, who's really responsible, and what to do about it.
AIDevelopmentIndustry
The Dev World Has Changed
Reflections on how AI has changed the software development industry and where we're headed.
Browse by Topic
12 posts
AI & Automation
LLMs, agents, prompt engineering, and production AI systems
8 posts
Engineering
Architecture, technical decisions, and building systems that scale
0 posts
Leadership
Managing teams, making decisions, and growing as a technical leader
0 posts
Cloud & DevOps
AWS, Azure, infrastructure, and keeping costs under control
0 posts
Product
Building things people want, shipping fast, and learning from users
0 posts
Consulting
Running a technical consultancy, working with clients, and pricing