Orzed QA Agent, evidence based validation
Technical write up of the Orzed QA Agent. Pulse based composite with deterministic test runner plus security and static analysis. Evidence backed verdicts.
Read the piece ↗ Models and agents
we run in production
Three model tiers (Horizon, Meridian, Pulse) and the agents built on top of them. How each one is trained, where it sits in the delivery pipeline, what it does and does not do. Engineering register.
Orzed Models & Agents
Orzed QA Agent, evidence based validation
Technical write up of the Orzed QA Agent. Pulse based composite with deterministic test runner plus security and static analysis. Evidence backed verdicts.
Orzed Models & Agents
Introducing Orzed Horizon, the flagship planning model
Orzed Horizon is the flagship model in the Orzed stack. Long context, deep reasoning, sized for planning, architecture and senior review work. Async by design.
Orzed Models & Agents
Introducing Orzed Meridian, the workhorse production model
Orzed Meridian is the middle tier of the Orzed stack. Sized for everyday coding, content and structured output, with strong tool use and function calling.
Orzed Models & Agents
Introducing Orzed Pulse, the always on lightweight model
Orzed Pulse is the lightweight tier of the Orzed stack. Distilled from Horizon, sized for QA gates, classification, routing and sub second validation.
Orzed Models & Agents
The Orzed Routing Layer, how models hand off work
The part of the Orzed stack that decides which model handles each task. Cost, quality and latency optimisation across Horizon, Meridian and Pulse tiers.
Orzed Models & Agents
Orzed Planning Agent, from brief to pipeline
Planning Agent runs on Horizon and turns an approved brief into a Recommendation: blocks, dependencies, role assignment, throughput and cost estimates.
Orzed Models & Agents
Orzed Intake Agent, brief comprehension at the front door
The Intake Agent reads every customer brief that enters the Orzed Console. Built on Pulse, produces a structured Intake Report for the Technical Review Team.