Field Note
The Platform Team as an Economic Function
A platform team is not a cost centre. It changes the marginal cost of safe change, and that is an economic argument, not a tooling one.
Topic
Agent
Where software stops waiting for instructions and starts doing the work.
Field Note
Tiny teams, heavy systems
AI will make some teams smaller. It will not make the work lighter.
Field Note
The death of vibe coding will be boring
The next phase of AI-assisted engineering will not be more magical. It will be more explicit.
Field Note
Agentic engineering
Agentic engineering is the discipline of making software work explicit enough that machines can safely help with it.
Field Note
How to evaluate platform engineering value
Platform engineering value comes from reducing organizational friction, lowering the marginal cost of safe change, and making delivery evidence visible.
Field Note
The Human in the loop is not a strategy
Human oversight in AI systems must be designed as a control capability, not treated as a reassuring box at the end of a workflow.
Field Note
Batch vs Streaming is the Wrong Data Architecture Question
The real architectural decision isn't how fast you process data. It's what you choose to treat as a fact, and whether the machines around it can reason about those facts without asking permission.
Field Note
AI development & Engineering clarity
AI-assisted development rewards engineering clarity because faster execution amplifies the quality, ambiguity, and governance of the system around it.
Field Note
Alfred does its homework before writing a line of code
Alfred shows why agentic engineering starts before code: tickets need enough context, constraints, and evidence for machines to help safely.
Field Note
I Let an AI Agent Read My Jira Tickets Before Reviewing PRs
AI-assisted PR review only works when agents can bring issue context, implementation evidence, and review intent into the same engineering surface.