If you're building anything on top of AI models right now, the question of which model does which job just got more concrete. A batch of releases this week made near-frontier coding available at a fraction of the usual price, put a production-grade voice model in developers' hands, and pushed the major assistants …

If you run workloads on a third-party model API, you are also inheriting that provider's enforcement decisions and its threat surface. A report from Anthropic this week makes both concrete, and it is worth reading for anyone weighing where to route sensitive data or how much to trust an intermediary in the chain. The …

Creating and Using MCP Postgres

If you are using Codex and a Postgres database, adding a Postgres MCP server gives the agent direct DB tooling for schema inspection, query support, and migration verification.

This guide shows how to install it, start it, and stop it.

Why Use Postgres MCP

• Lets Codex use DB tools …

If you’ve got a Fedora 43 laptop (especially something like a Framework with Intel integrated graphics) and you want to generate AI images locally, you can do it — without CUDA, without NVIDIA drivers, and without the heavyweight PyTorch + AUTOMATIC1111 setup.

This guide walks through the exact steps that worked for me …