SDLC to ADLC
Enterprise software development is undergoing a fundamental structural shift. For decades, the traditional Software Development Life Cycle (SDLC) reli…
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Building the Human Body: How Design Reviews Shape Secure Systems
A Walk Through SDLC, SSDLC and System Design When I think about the root causes of major system failures, I realize that most of these problems didn’t…
Agents write code, but they don't remember
For twenty years, the software development lifecycle (SDLC) was like a relay race (I love relays--something about the teamwork and team sports!) It in…
Natural language drifts, LLMs are not an exception
Only 1 of the 4 signals driving agentic SDLC is unambiguous: Intent signal - what people want, expressed in natural language, Specification signal - w…
The Role of QA in the New AI SDLC
QA’s role in the new AI SDLC is no longer just “test the finished application.” It is becoming quality engineering across the entire lifecycle : Requi…
How I designed the SDLC state machine for agentic coding
The architecture page on the site shows the state machine as a clickable diagram. This post walks through the design decisions that produced that shap…
First real shipped feature with this stack — receipts
I get asked for receipts on every cost number I publish. So here is one full run, end to end, with screenshots replaced by file paths you can read on …