Notes from the work
Notes from the work.
Method, architecture, and production notes from the engineering work. Reviewed before publication; drafts stay private.
October 2026ArchitectureAgentic AI
A2A is not your internal message bus.
A2A is a protocol for agents run by different organizations to exchange tasks. When it is the right boundary, and when an internal queue is enough.
7 min read
October 2026ArchitectureAgentic AI
Boring patterns that keep multi-agent systems up
What keeps multi-agent systems from collapsing into themselves: scoped context, explicit handoffs, failure budgets, observability, and a shutdown switch.
9 min read
October 2026MethodSmall language models
Retrieval or fine-tuning: ask about the data first
When to retrieve and when to fine-tune, framed as four questions about your data — not your model. Plus the case for doing neither.
7 min read
October 2026PlaybookSmall language models
Vector stores in production: plan for relevance decay
Operating notes on running vector stores in production: index drift, eviction, query budgets, and relevance decay.
8 min read
https://eqlx.ai/blog · Printed copy; the website is the current version.