Mastering Multi-Agent Systems: Building Sub-Agent Pipelines
A sub-agent demonstration implementation with IBM Bob Introduction Large Language Model (LLM) agents excel at multi-step tasks when focused on tight…
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Testing and Verification in AI SDLC, Technical Debt Management and Guardrails | Weekly Reflections #1
This week I worked on two things that ended up being really connected to each other: an end-to-end test setup for one of the projects I'm working on…
What to Expect from a Web Development Company in 2026
Collaborating with a professional web development company represents a significant step forward for any business. It transitions your digital presen…
Scrum is finally dead 🎉 and we have to thank Coding Agents for that
The funeral nobody is sad about Let's be honest about something we've all been pretending not to notice. Scrum is dead. And almost nobody is sad abo…
What Should a Board Ask Before Approving an AI Coding Tool Rollout?
Vendor demos show how fast AI can write code. The proposal in front of the board should show what happens when that code is wrong. Before approving…
What Is Software Development? A 2026 UK Guide
What is software development? At its simplest, software development is the process of designing, building, testing, and maintaining the programs tha…
SDLC to ADLC
Enterprise software development is undergoing a fundamental structural shift. For decades, the traditional Software Development Life Cycle (SDLC) re…
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…
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…
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 -…
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 : Req…
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 sh…
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 o…