Posts

A tool’s own breakdown of its prompt can show no change for a trim that removed 5,095 tokens. The input-token count in the API’s usage field is the number to budget with, and a fixed minimal prompt is how to read it cleanly.

A deploy job that decrypts secrets for any push makes the encryption decorative. Hold the key in a deployment environment restricted to the default branch, and let a branch ruleset decide what reaches that branch.

A deploy that pulls images tagged latest upgrades software as a side effect. Pin every image first, and where you cannot see what runs, infer it from dates and say how sure you are.

A shared MLflow server answers every unconfigured question with its default grant. Setting that default to nothing and granting on purpose keeps every user’s own work, and the resolution order shows what each kind of user keeps.

Building a hybrid cloud platform that pairs a public VPS for ingress with an on-premise NAS for storage — connected via zero-trust mesh networking, deployed entirely through CI/CD.

I just can’t remember them so i am putting them online

Setting up mongodb with tilt on k3d

Setting up k3d with kubectl helm traefik and tilt

Having some holiday time taking the new QuantConnect Lean CLI for a spin and see how easy it is to get it up and running and backtest a strategy.