Blog

Topic

#agents

9 articles

Three separate lifecycle tracks for an interactive CLI, a managed background server and an optional updater

Codex CLI’s Background Server: Why It Starts and What Opting Out Stops

Leo Kaka
A dark blue street map from the QGIS official homepage

QGIS bars AI-assisted code contributions to its core repository

PiRouter Team
Editorial diagram of code moving through tools and verification, with a separate unfinished acceleration component

JetBrains Mellum2.1 turns a fast coding model into an agent worker

PiRouter Team
Hand-drawn warehouse of sealed sandbox crates, with one narrow network pipe escaping under a wall

DeepSeek DSec runs 3 million agent sandboxes a day. The useful lesson is where the work survives

Leo Kaka
Three permission boundaries for OpenAI Dots: read-only background research, reviewed requested actions, and tasks reserved for a person.

OpenAI Dots can keep working. What can it do—and what counts against your plan?

PiRouter Team
Hand-drawn illustration: a small wooden workshop inside a round stone-walled yard. Every way out, the footpath from its door, a cart track and a thin pipe running along the ground, converges on one small gatehouse in the wall, where an open ledger lies on the counter under a single yellow lamp.

ZCode packed git history for upload, an OpenAI agent got out via DNS: 4 egress checks you can run

Leo Kaka
Four clocks of different designs mounted on one wall, each showing a different time; one has a yellow pendulum.

How to measure the latency an LLM gateway adds: six questions to ask before you believe a number

Leo Kaka
Matrix of seven protocol dimensions across OpenAI Chat Completions, Anthropic Messages and Gemini generateContent, with the field name each vendor uses

One API for OpenAI, Anthropic and Google models: what translates, and the seven things that leak through

Leo Kaka
The five MCP roadmap priority areas listed in order, with agent identity and improved primitives marked as the two that land on the layer in front of the server

The MCP roadmap hands agent identity to your gateway

PiRouter Team