When AI Writes the Code, Who Checks the Homework? Behavior-Driven Development for the Agent Era
#AI#Orchemist#orchestration#BDD#behavior-driven development#trust#software engineering
Blog
Articles about AI, technology, and building in public.
Orchemist Doesn't Just Write Code — It's a Trust Factory for Anything AI Touches
#AI#Orchemist#orchestration#multi-agent#trust#pipeline
I Published AI Content Without Challenging It. Then I Built a System That Won't Let Me Do It Again.
#AI#Orchemist#orchestration#multi-agent#trust#open source
Your Friends Just Downloaded Claude. They're About to Use It Wrong.
#AI#claude#chatgpt#opinion#model literacy
Building Your Own AI Orchestration Engine: From Tinkerer to Railroad Builder
#AI#orchestration#multi-agent#pipeline#open source#software engineering
Intent Engineering: The Missing Discipline in AI Agent Development
#AI#intent engineering#orchestration#multi-agent#pipeline
The Web Is Forking. Builders Should Pick a Side.
Three companies shipped agent-native infrastructure in the same week — wallets, markdown pipelines, execution environments. This isn't a feature cycle. It's a fork in the web itself, and the builders who pick the right side early will define the next decade.
#Agentic AI#Web Infrastructure#AI in Practice#Builder Stories
Building With The Bricks They Throw
My last LinkedIn article got 52 comments — mostly from professional translators who were not happy with me. Some of them were right. This is what I did with that: rebuilt my content pipeline, got honest about how I use AI, and learned that writing about someone else's profession is a higher-stakes move than I treated it as.
#AI in Practice#Content Creation#Transparency#Agentic AI
More Agents, Worse Results: What We Learned Running Multi-Agent Systems Every Day
#AI Agents#Multi-Agent Systems#AI Engineering#Architecture
The Dark Factory Gap: Why 90% of Developers Are Getting Slower While 3-Person Teams Ship Faster
The gap between Level 5 'dark factories' shipping production software without human code review and the 90% of developers stuck at Level 2 isn't a tool problem—it's a workflow redesign problem. Here's why most teams are getting measurably slower while believing they're faster.
#AI in Practice#Tech Leadership#AI Agents#Software Development
The Delegation Paradigm: The Third Interface Revolution Is Already Here
We're witnessing the third interface revolution: GUI → Touch → Delegation. You no longer tap icons or type queries — you tell an AI agent what to do. This isn't theoretical. I've been running my entire operation on this paradigm.
#AI Agents#Interface Design#Delegation#AI in Practice
Twenty Minutes Apart, Two Futures: Why I Chose Coordination Over Delegation
OpenAI and Anthropic shipped competing visions minutes apart. Here's why I bet on orchestration.
#AI Agents#Claude#OpenAI#Orchestration
The $100,000 Art: Why Literary Translation Is Harder Than You Think
I built Text Grand Central to translate literature at scale. What I discovered about AI's limits—and possibilities—will reshape how we think about creative work.
#Translation#AI#Literary Translation
Why I'm Not Worried About OpenClaw's Future (And Neither Should You)
Everyone's panicking about the OpenAI acquisition. I run 13 OpenClaw agents daily. Here's why the MIT license protects us better than people think.
#OpenClaw#Open Source#MIT License#AI Infrastructure
Setting Up Your Stage: Infrastructure for AI Agent Orchestration
Your agents need their own home. Here's how I built mine.
#AI#AIAgents#Infrastructure#Security
Choosing Your Conductor: The AI Engine That Runs Your Orchestra
Your model choice makes or breaks everything. Here's what actually works.
#AI#ClaudeAI#LLM#Orchestration
Building the Stage: Platforms and Tools for AI Orchestration
The platform you choose determines what's possible. Here's what actually works.
#AI#OpenClaw#MCP#AIAgents
Your First Orchestra: From Solo Act to Multi-Agent Symphony
Stop drowning in single-agent chaos. Here's how I built my first multi-agent workflow that saved me 4 hours a day.
#AI#AIAgents#Orchestration#Productivity
The Compound Effect: From One Agent to an AI Organization
How I scaled from 1 agent to 13+ orchestras running simultaneously, and why memory is everything.
#AI#Scaling#AIOrchestration#Future
The Translation Test: Why I Built What Others Just Theorize About
AI didn't replace translators—it made specification the new superpower. I built Text Grand Central to prove it, and discovered the future of work.
#AI#Future of Work#Translation#Agents