Resources
Writing fromthe Brunelly team.
A case study from a real engagement, and what we have learned about building software with AI.
Articles
From the blog
2 Jul 2026What Is AI-Native Development?
Most AI tools help with code. AI-native development goes further — orchestrating your entire delivery lifecycle. Here's the real difference.
11 Mar 2026Vibe Coding Isn’t Bad, You Are
I cannot get through a day without reading that everything produced by vibe coding is awful.
26 Feb 2026Your AI Product Is Not A Real Business
Most startups now splash AI on to all their marketing. AI is not your product. AI itself does not deliver business value.
24 Feb 2026How many Rs are there really in strawberry?
How many Rs are there in the word strawberry? AI can’t tell you. Apparently. You’ve all seen it. Screenshots, Reddit threads, smug tweets.
18 Feb 2026Part 2: AI context in the real-world
Learn to manage AI context with trimming, rolling, compaction, and memory strategies to boost performance and reduce costs.
17 Feb 2026Part 1: Managing your AI context in real apps
Learn how to manage AI context in real applications using trimming, rolling context, compaction, and memory strategies to improve performance and reduce cost.
15 Sept 2025I Built a Compiler in Five Days with Claude AI
This exercise was both for fun and a necessity. The orchestration system powering Brunelly, my AI tool, had gotten messy.
1 Sept 2025The Hidden Beast Behind ChatGPT: How AI Orchestration Shapes Every Conversation
Discover the hidden orchestration system behind ChatGPT that controls memory, tone, safety, and tools. Learn why it matters for AI users and builders.
1 Sept 2025Why I Put Claude in Jail and Let Him Code Anyway
AI vibe coding is fun but chaotic. Here’s how I built a containerized orchestration system that turned Claude AI code generation into secure, production-ready workflows.
1 Sept 2025Inside ChatGPT’s Safety Net: What Really Happens When You Cross the Line
ChatGPT's orchestration is the most interesting part of ChatGPT.
1 Sept 2025The Censor Behind the Curtain: The Hidden Orchestration Behind ChatGPT5
There’s another side to GPT5 that has bigger consequences: censorship, fact-checking, and how the system decides what you see.
1 Sept 2025The Secret System Behind ChatGPT: How Orchestration Affects Everything
Ever had ChatGPT forget your chat history? Have you noticed sudden personality changes mid-chat? Have you ever experienced the mysterious ChatGPT “orange retry” button?
1 Sept 2025Why GPT-5 Feels Like a Stranger
GPT-5 feels different. Not because of the model, but because of orchestration.
What Brunelly produces
More than code. The work, written down.
Alongside every change, Brunelly writes the documents engineering and assurance teams rely on.
Get started
Make software engineering repeatable.
Every engagement starts with a scoped pilot on one problem that matters, measured against how your team works today.