Threlmark’s innovative approach uses on-disk JSON files as the core data store, enabling open, portable, and restartable project management without a database.

Threlmark introduces a new approach to task management by prioritizing work based on impact, evidence, fit, and effort, addressing key limitations of traditional tools.

Analyzing whether Mistral’s shift to full-stack AI and on-prem solutions signals strategic insight or a sign of losing the frontier-model race.

Analyzing when owning and operating open-weight AI models becomes more cost-effective than paying for cloud API services, based on recent developments in hardware and model capabilities.

In 2026, the traditional cost advantage of building a custom AI workstation has shifted. This analysis compares building and buying options amid component shortages and price spikes.

Comparing Mac Studio with Apple Silicon and GPU towers for local large language models reveals key differences in heat, noise, capacity, and performance.