Notes
One decision per note.
A running notebook — short notes on the decisions behind the work: retrieval, evals, agents, and the infrastructure that keeps four products live.
- Grade every prediction against the real final score#evals#honesty
- The validator is the belt; least-privilege is the braces#security#sql
- For text-to-SQL, measure execution accuracy#evals#sql
- Solo, but every deploy still has to pass the gate#infra#testing
- State the risk-free rate wherever Sharpe appears#quant#honesty
- One agent, three SQL dialects#sql#agents
- Six LLM providers behind one interface#infra#agents
- Enforce tenancy in the repository layer, not the route#infra#security
New writing, occasionally.
The odd essay or note when I ship something worth reading — no cadence, no spam, unsubscribe in one click.