rishabh here, i run a small ai automation agency. most of my builds now start the same way: before any agent touches a workflow, i write one short runbook that says what the agent owns, what it never touches, and what done looks like. what changed was drift. an agent i built for quote follow-ups slowly started rewording client emails in its own style. nothing broke. the output just stopped sounding like us, and nobody noticed for two weeks. now every build ships with that one-pager baked into the system prompt, and when output drifts i check the runbook first, not the code. nine times out of ten the agent was doing exactly what it was told. curious how you all handle this. do you lock agent behavior down with docs up front, or steer it after it ships?

rishabh here, i run a small ai automation agency. every sunday night i used to write client updates from memory: what shipped, what stalled, what's next. some weeks they went out late or not at all. now the agent drafts it from the week's actual activity: threads it handled, jobs it tracked, deadlines it flagged. i read it, fix two lines, send. the update went from a chore i dreaded to a two-minute review. side effect i didn't expect: clients reply to them more, because the updates are specific. 'we moved 3 jobs forward' gets answers. 'things are going well' doesn't. do you send scheduled updates to clients or only when they ask?

rishabh here, i run a small ai automation agency. last month i handed an AI agent three months of my own sent client emails and asked one question: where am i fastest, where am i slowest? the answer embarrassed me. i replied to the small jobs within the hour. the big-ticket inquiries, the ones i actually wanted, sat for a full day while i 'thought about the right answer'. i was treating my best leads as the scary ones. so i changed the order of my day: big inquiries get answered first now, with a draft the agent prepares from the client's own history so the reply is specific, not generic. small stuff moves to the afternoon. one reorder, no new tools, more signed deals this month than the last three combined. has anyone ever audited their own reply times by deal size? i'd bet most of us have it backwards.

here's a shift that changed my builds: i spent months automating tasks and almost none automating what happens when they fail. every workflow had a happy path and vibes. now every flow i ship has three things attached: a log line per run, an expected count, and a recovery note. when the count is wrong the flow says so instead of exiting clean. recovery used to be me getting a text from a client. now it's the flow telling me first. clients never ask for this work. it's the difference between 'we had an incident' and 'we had a notification'. what's your failure story look like? alert first or client first?

Mine, learned the hard way: I feed it a broken input on purpose and see whether it fails loudly or quietly invents an answer. The inventing is the dangerous part, because everything looks fine right up until a client finds it. The other thing that caught most of my silent failures: one log line per automation per day, so I can see at a glance what ran and what didn't. Low-tech, but it works. This group talks a lot about building fast, but I want to hear about the trust step. Those of you running automations for clients, what's your check before you hand it over?