--- title: "When to Use a Job Instead of a Conversation" url: https://www.insulin.dev/blog/job-or-conversation/ canonical: https://www.insulin.dev/blog/job-or-conversation/ type: Blog description: "Chat is for questions you ask once; a job runs the same work without you. How Insulin jobs, watches and triggers work, and when to move something over." --- # When to Use a Job Instead of a Conversation > Canonical HTML version: https://www.insulin.dev/blog/job-or-conversation/ 1. [Home](/) 2. / 3. [Blog](/blog/) 4. / 5. When to Use a Job Instead of a Conversation # When to Use a Job Instead of a Conversation If you have asked an agent the same thing three times, you have written a job by hand. The difference is whether anyone has to be there. ![Shirley Guo](/authors/shirley-guo.jpg) Shirley Guo Aug 16, 2026 ![When to Use a Job Instead of a Conversation](/images/blog/job-or-conversation/hero.png) Explore AI Summary [![](/logos/company/openai.svg)](https://chat.openai.com/?q=Read%20and%20summarize%20https%3A%2F%2Fwww.insulin.dev%2Fblog%2Fjob-or-conversation%2F%2C%20then%20cite%20the%20source.%20Focus%20on%20what%20it%20says%20about%20Jobs%2C%20Automation. "Summarize with ChatGPT")[![](/logos/company/anthropic.svg) ](https://claude.ai/new?q=Read%20and%20summarize%20https%3A%2F%2Fwww.insulin.dev%2Fblog%2Fjob-or-conversation%2F%2C%20then%20cite%20the%20source.%20Focus%20on%20what%20it%20says%20about%20Jobs%2C%20Automation. "Summarize with Claude")[![](/logos/company/gemini.svg)](https://www.google.com/search?udm=50&aep=11&q=Read%20and%20summarize%20https%3A%2F%2Fwww.insulin.dev%2Fblog%2Fjob-or-conversation%2F%2C%20then%20cite%20the%20source.%20Focus%20on%20what%20it%20says%20about%20Jobs%2C%20Automation. "Summarize with Gemini")[](https://www.perplexity.ai/search/new?q=Read%20and%20summarize%20https%3A%2F%2Fwww.insulin.dev%2Fblog%2Fjob-or-conversation%2F%2C%20then%20cite%20the%20source.%20Focus%20on%20what%20it%20says%20about%20Jobs%2C%20Automation. "Summarize with Perplexity") Table of Contents - [What is a job?](#what-is-a-job) - [The three triggers](#the-three-triggers) - [The test for moving something over](#the-test-for-moving-something-over) - [What a job can reach](#what-a-job-can-reach) - [Watching the output](#watching-the-output) - [Frequently asked questions](#frequently-asked-questions) - [Takeaways](#takeaways) _A conversation is you asking an agent something. A job is that same work running without you — once on demand, on a schedule, or when an event arrives. The signal to move something over is repetition: the third time you type roughly the same request, you have already written the job._ * * * Chat is where everything starts, and it should be. You do not know what you want until you have asked for it a few times and seen what comes back. The trouble is that chat is also where things stay. The Monday-morning summary is a message somebody sends every Monday morning. The check on whether anything is stuck is a question somebody remembers to ask, until the week they do not. Work that recurs but depends on a person remembering is not automated. It is just delegated to whoever has the best memory. * * * ## **What is a job?** **Jobs are automated agent runs — either run once on demand, or set up to trigger on a schedule or in response to events.** The Jobs app distinguishes two item types: - A **Job** is a one-off agent run you start on demand. - A **Watch** is a standing automation that triggers an agent on a schedule or when an event arrives. Both share the same structure — a definition plus a trigger — and differ only in how they execute. That symmetry is useful in practice: you build something as a one-off, run it a few times until the output is right, then give it a trigger. * * * ## **The three triggers** Trigger Runs when Good for **Manual** You start it Work you want on demand but not retyped **Cron** A recurring schedule, e.g. `0 9 * * 1-5` for weekdays at 09:00 Reports, digests, periodic checks **Push** An event arrives from Suger, GitHub, Google Calendar or Gmail, if a filter passes Reacting to something happening The push trigger is the one worth dwelling on, because it is the difference between _checking_ and _reacting_. A cron job that runs hourly to see whether something changed is a poor imitation of an event trigger that fires when it does — and it is worse than the imitation suggests, because it is either too slow or mostly wasted runs. [Scheduled vs event-driven jobs](/blog/scheduled-vs-event-driven-ai-jobs/) covers the choice properly. * * * ## **The test for moving something over** Three questions, in order: **Does anyone need to be here?** If the work requires judgement mid-way — deciding which of three things to pursue, choosing tone, reacting to something surprising — it stays a conversation. Jobs are for work whose shape is known. **Has it happened three times?** Once is a question. Twice is a coincidence. Three times is a pattern, and by then you also know what good output looks like, which is the thing you actually need to define a job. **Is the output useful without you?** A job produces something someone reads later. If the value came from the back-and-forth — you asked, you saw, you refined — then the conversation _was_ the product and there is nothing to schedule. * * * ## **What a job can reach** **Jobs run within the creating user’s scope, so the agent has access to the same resources and integrations that user does.** This is the most important operational fact about jobs and the easiest to overlook. Two consequences: **A job inherits your access, not the agent’s ambition.** If you cannot see something, neither can the job you created. That makes the security model predictable, and it also means a job built by someone with narrow access may quietly produce thin results. **Ownership is a real dependency.** Only organisation admins or the owning user can run, edit or delete a job. A recurring job owned by one person is a dependency on that person — worth thinking about before the standing Monday report belongs to someone who changes team. Attach a [knowledge base](/knowledge-bases/) if the work needs your written policy rather than live system data. That is what makes an unattended run apply the same rules a person would. * * * ## **Watching the output** Results surface differently by type. A manual job shows the agent’s plan, the rendered result, or an error inline in the detail view. A watch keeps an Executions list with each run’s status and output. Read the Executions list for the first fortnight of any new watch. A scheduled job that has been silently failing looks exactly like a scheduled job that had nothing to report, and the two are indistinguishable until you go and look. * * * ## **Frequently asked questions** **How is a job different from chatting with an agent?** Chat is you asking; a job is the same work running without you. Jobs run once on demand, on a cron schedule, or in response to an event. **What is the difference between a Job and a Watch?** A Job is a one-off run you start on demand. A Watch is a standing automation triggered on a schedule or by an incoming event. Both share the same definition-plus-trigger structure. **What events can trigger a job?** Push triggers listen for events from Suger, GitHub, Google Calendar and Gmail, and run the agent if a filter condition passes. **What can a job access?** Whatever its creator can. Jobs run within the creating user’s scope, so the agent has the same resources and integrations that user does. **Who can edit or delete a job?** Only the owning user or an organisation admin, which makes job ownership a real dependency worth assigning deliberately. **When should something stay a conversation?** When it needs judgement mid-way, or when the value came from the back-and-forth rather than the final output. * * * ## **Takeaways** - The third time you type roughly the same request, the job is already written. Move it. - Jobs and watches share one structure, so build as a one-off, get the output right, then add a trigger. - Use push triggers to react. An hourly cron that checks whether something changed is either too slow or mostly wasted. - A job runs in its creator’s scope, which makes access predictable and makes ownership a real dependency. - Attach a knowledge base so an unattended run applies the same policy a person would. - Read the Executions list early. A silently failing watch is indistinguishable from a quiet one. * * * Work that recurs should not depend on somebody remembering. See how [Jobs](/jobs/) run on a schedule, on an event, or on demand. ## Sources Primary sources for the platform rules cited above. Last verified August 16, 2026. Cloud providers change fees, eligibility, and program terms without notice — check the source before relying on a figure. - [Suger Insulin docs: Jobs](https://doc.suger.io/insulin/jobs/) — That jobs are automated agent runs; the Job versus Watch distinction; the manual, cron and push trigger kinds with their sources; that jobs run within the creating user's scope; and how results appear for manual runs versus watch executions ### Stay Updated Get the latest Cloud GTM insights, product updates, and marketplace strategies delivered to your inbox.