# Harness And Agents

> Every LLM call is stateless, and a model on its own cannot act; the software that turns it into an agent is the harness.

_Gaurav Dadhich · 2026-09-28_

LLM calls are stateless, and a model on its own cannot act. It turns text into more text, then stops. Anything we call an agent is that model placed inside software that calls it in a loop, runs the tools it asks for, feeds the results back, and decides what it is allowed to touch. That software is the harness, and most of the confusion about agents comes from using the two words as if they meant the same thing.

## Two circles and an overlap

![](data:image/png;base64,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)

Picture two circles. One is the model, which thinks and decides what to do next. The other is the harness: the loop that keeps calling the model, the tools it can reach (built-in ones as well as anything connected through [MCP](https://modelcontextprotocol.io)), the skills and memory it loads into context, compaction when that context fills up, the permissions that fence it in, and the system prompt that shapes its behavior.

An agent is only the overlap. A model with no harness answers one question and stops; a harness with no model is a car with nobody in the driver's seat. Put them together, give them a task, and the model asks to read a file, the harness reads it, the model picks the next step, and the cycle repeats until the job is done.

## Nothing about the harness is new

Every agent has had a harness since the first [ReAct](https://arxiv.org/abs/2210.03629)\-style loop, because somebody had to write the code that calls the model again after a tool returns. We called it scaffolding or the orchestration layer, and [LangChain](https://www.langchain.com/) and [AutoGPT](https://github.com/Significant-Gravitas/AutoGPT) were harnesses long before anyone used the word.

"Harness" came over from testing, where a test harness is the rig you strap something into so you can run it. It caught on for agents once the harness became the product ([Claude Code](https://www.anthropic.com/claude-code) is the obvious example), and once it became clear how much the harness moves results. When researchers at Queen's University held one model fixed (Qwen3-Next-80B-A3B-Instruct) and ran 35 successive releases of the [Qwen Code](https://github.com/QwenLM/qwen-code) harness against the same 50 SWE-bench Verified tasks, the share of tasks resolved moved between 23% and 39%, and the later releases used nearly twice the tokens of the early ones ([study](https://arxiv.org/abs/2607.03691)).

## Who decides what

Starting a harness with a model and a task is the main agent; there is no separate step where the harness decides to spin one up. Subagents work differently, and the decision there sits with the model. The harness offers a tool for delegating work, the model decides mid-task that a search is big enough to hand off, and the harness checks the request, starts a fresh loop with its own prompt and a clean context, and passes the result back.

A useful way to hold it: the model is a manager deciding to bring in a contractor, and the harness is the operations team that sets the rules and hands over the finished work. Some harnesses do start loops on their own, for example to summarize a conversation when context runs out, or a fixed reviewer step in a pipeline, and in those cases the harness really is the one deciding.

## So, what does a harness look like?

The model sits outside the harness and plugs into it, which is why one harness can swap one model for another and still be the same harness. Skills are not tools: a skill is a playbook the harness loads into context when a task calls for it, while a tool is something the model calls, and MCP is one more source of those tools. The main agent is the whole harness running with a model; only subagents live inside it, as separate loops. Behavior is only partly static, because the config and the system prompt are fixed while how proactive an agent actually is comes from the model following them.

![](data:image/png;base64,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)

## Why the distinction matters

Memory is where this stops being a vocabulary debate for me. Since every model call starts from zero, whatever continuity an agent has across sessions or users was engineered into the harness by somebody, and that is the layer we build Maximem Synap for. Swapping in a stronger model while keeping a weak harness tends to buy less than people expect, because the model can only act on what the harness remembers and allows.

So the one-line version I now give people: the model decides what to do, the harness decides what it is allowed to do and then does it, and the agent is the two of them getting a job done.

---

Source: [https://www.maximem.ai/blog/harness-and-agents](https://www.maximem.ai/blog/harness-and-agents)
