Define the Input Contract Before the First NoInfra Agent Run

Many first hosted agent runs begin with a familiar mistake: the team knows the work it wants to automate, but the work arrives in a shape nobody has defined. A founder points the agent at a shared inbox. An operator drops in a folder of mixed notes. An engineering lead asks for help with a queue that changes meaning from week to week. The runtime starts, the agent responds, and the result is hard to judge.

That is not usually a hosting problem. It is an input problem.

Before the first NoInfra agent run, define the input contract. The contract says what arrives, where it comes from, who owns it, what must be present, what the agent can ignore, and what should happen when the input is incomplete. It is not a long policy document. It is the small operating boundary that makes the first run reviewable.

NoInfra gives teams a hosted place to run the agent without turning the launch into an infrastructure project. The team's job is to give that run a clean lane.

Vague input makes the run unreviewable

A weak input can make a working agent look unreliable. If a support triage run receives a customer request without account context, urgency, or the expected output shape, the agent has to fill in gaps. It may summarize the issue well and still miss the business decision. It may draft a reply when the right action was escalation. It may assign urgency based on tone because no urgency field was provided.

The problem is not that the agent lacked a better prompt. The problem is that the incoming work did not say enough to support the requested judgment.

The same pattern shows up in research queues and content review lanes. A research request without source links, decision needed, deadline, and owner becomes open-ended browsing. A content review request without draft, target reader, publish surface, and approval owner becomes style feedback instead of a publishable decision. In each case, the agent can produce words, but the team cannot cleanly answer whether the run succeeded.

An input contract turns the run into something a person can inspect. If the required fields are present, the output can be judged against the request. If the required fields are missing, the agent should stop, ask, or produce a limited draft instead of pretending the lane is clear.

Write the contract before creating the run

The first contract should fit on one page. It should be concrete enough that a teammate can hand the same kind of item to the agent tomorrow and expect the same output shape.

• Source: the exact inbox, form, document, queue, export, or prompt where work appears.
• Owner: the person or role responsible for accepting, editing, or rejecting the output.
• Required fields: the minimum information the agent needs before it should act.
• Freshness rule: how current the input must be, and what time window the agent should inspect.
• Allowed scope: what the agent should use, ignore, summarize, draft, or leave untouched.
• Expected output: the table, summary, draft, checklist, decision list, or escalation note the owner will review.
• Stop conditions: the cases where the agent should ask a question, create a draft only, or stop the run.

These fields keep the first run from becoming a personality test for the agent. They make the workflow easier to debug. If the output is weak, the team can ask whether the source was right, whether the required fields were complete, whether the freshness rule was too broad, or whether the expected output was underspecified.

That separation matters. NoInfra can make the hosted run straightforward to start. The input contract makes the work entering that run bounded enough to improve.

Use missing information as a stop rule

The contract should not force the agent to guess. Missing input should create one of three outcomes: a stop, a question, or a draft with a visible limitation.

For support triage, the contract might say: if the customer request is present but account context is missing, summarize the issue and ask for the account record before recommending a next step. If urgency is missing, mark urgency as unknown instead of inventing it. If the expected output shape is missing, stop and ask whether the owner wants a reply draft, escalation note, or internal summary.

For a research queue, the contract might say: if source links are missing, ask for sources before making a recommendation. If the decision needed is unclear, return a question rather than a broad research memo. If the deadline has passed, flag the request as stale and ask whether to continue.

For content review, the contract might say: if the publish surface is missing, review for clarity only and do not make channel-specific recommendations. If the approval owner is missing, prepare a draft decision but do not mark the item ready.

These stop rules build trust because they make uncertainty visible. A first agent run that stops in the right place is often more valuable than a confident output based on partial context.

Start with one clean lane

The first contract should be small. Choose one workflow that already exists and has a real owner. Do not begin with all customer operations, all research, or all content. Begin with one lane that can be tested in a real week.

A good first lane sounds like this: every weekday morning, review new support requests from the previous day and produce a triage table with customer, request, account context, urgency, proposed next step, evidence, and stop reason. That lane has a source, time window, required fields, output shape, and review path.

A research lane might be: review submitted market questions that include source links, decision needed, deadline, and owner; return a short answer, cited evidence, confidence level, missing context, and recommended next action. A content lane might be: review one draft at a time with target reader, publish surface, and approval owner; return factual risks, clarity edits, required approval, and a publish recommendation.

Each lane is narrow enough to inspect. That is the point. The first NoInfra run should teach the team whether the workflow is ready to repeat, not whether an agent can handle every nearby task.

Review the contract after the first run

After the first run, do not only review the output. Review the contract.

Ask whether the input source was easy to identify. Ask whether every required field was actually available. Ask whether the freshness rule included too much or too little work. Ask whether the output gave the owner a clear accept, edit, reject, or escalate decision. Ask whether the agent stopped when the input was incomplete.

If the agent produced a useful answer but needed too much interpretation, tighten the output shape. If it stopped too often, inspect whether the required fields are realistic or whether the workflow needs a smaller first slice. If it guessed, add a stop condition. If the owner could not quickly review the result, require stronger evidence in the output.

This is how a first run becomes a repeatable workflow. The team is not trying to perfect the agent in one pass. It is making the incoming work explicit enough that the hosted run can improve without hidden manual repair.

Create the agent after the lane is clear

A NoInfra agent becomes useful faster when it starts from a bounded input lane. Name the source. Name the owner. Require the fields that support the decision. Define freshness. Decide what the agent should ignore. Make missing input a stop, question, or limited draft.

Then create the agent and run the first real workflow. The result will be easier to review, easier to improve, and easier to repeat.

Start on NoInfra