BUILDS

Not everything needs to become a product.

Small tools, internal utilities, one-off experiments and prototypes that solved a real problem well enough to keep.

BUILD NOTE / 01

Coding-agent benchmark fixtures

Small repositories with known logical, security and completeness problems. The benchmark stays useful because the agent is not told exactly what is broken; discovery is part of the job.

BUILD NOTE / 02

Live subtitle extension

A browser-extension prototype for turning English video audio into Persian subtitles across arbitrary sites. The hard part is not the overlay; it is reliable browser audio capture, transcription compatibility and keeping latency reasonable.

PrototypeNot publicly released yet
BUILD NOTE / 03

Token budget calculator

A practical calculator for turning model pricing into something easier to reason about: given a budget and an input/output split, how many tokens can a workflow actually afford?

UtilityPricingSpreadsheet workflow
BUILD NOTE / 04

Provider test harnesses

Quick scripts and fixtures for checking whether an API really behaves like the interface it claims to support: endpoint shape, streaming, tool calls, model IDs, error behavior and usage reporting.