About

About meddler

Research-led publication focused on AI agents, coding systems, evaluation, and production reliability.

What we cover

AI agents across design, coding, evaluation, release, and operations with practical system-level detail.

How we write

Research-backed and implementation-first. We publish with explicit assumptions, tradeoffs, and checks.

Who it serves

Engineers, platform teams, and technical leaders building reliable agent-enabled software systems.

Meddler is a research-led publication focused on practical AI-agent systems across the full software lifecycle. We cover how teams design, evaluate, secure, and operate agent-enabled software in production.

Editorial principles

Every piece is written to be useful in implementation, not just interesting in theory. We prioritize clear tradeoffs, references to real tools, and repeatable patterns teams can apply directly.

Scope

Our coverage includes lifecycle architecture, coding agents, evaluation frameworks, security controls, rollout strategies, and operational reliability for agent-heavy systems.

Update policy

Important guides are reviewed and refreshed regularly. When standards or major platform capabilities change, we revise core references so published guidance remains current.