Notes
Notes on AI systems, retrieval, and the work that starts after the demo.
Notes on retrieval, evals, observability, and the engineering that starts once the demo is the easy part.
3 posts
5 min read
Working Under Repeated Alarms
A short note from Israel on what repeated alarms do to attention, engineering judgment, and team habits — and which working practices make interruption easier to absorb.
+2
5 min read
Getting AI-Assisted Development to Green Without Breaking the Code
Repair loops, small diffs, test trust, and how to get CI back to green without trashing the codebase.
+2
5 min read
Spec-Driven Development: the workflow I actually use
How I use a lightweight spec-driven workflow in real projects, what SDDRush automates, and where Kotef fits if you want a stronger agent layer.
+1