What a Quotation Line Actually Is
A trading-workflow automation bug taught me that a quotation line is not a drawing, a die, or a part number. It is the unit the output schema can safely preserve.
7 min
The question that cracked the bug
A morning of debugging with an AI pair-programmer, and the simple question — does this match production? — that turned a passing test into a deterministic reproducer.
9 min
Stop over-engineering your AI agent
We built an AI agent that searches across emails, Slack, Jira. Most of our 'improvements' were making things worse. The fix had two halves: subtract intelligence that was noise, then encode the knowledge models can't derive.
13 min