AI WORKFLOW DIAGNOSTICS

Free AI Workflow Review

Send one recent AI task that went off track. I’ll look for where the process broke: definition of done, evidence, review, handoff, or the human decision point. I’m not reviewing your code or doing a security audit.

What do you mainly use AI for?Choose up to 3

Which AI tools do you mainly use?

What problems show up most often lately?Choose up to 3

AI says it is done, but it is not Context gets lost and the work drifts Review is weak, more like a formality Switching tools or sessions breaks continuity Long tasks drift midway It is unclear when a human should decide AI changes things it should not touch Other

What exactly happened in the most recent incident?

How much impact did it have?

No clear loss, but it made me trust AI outputs less Less than 2 hours of rework 2-10 hours of rework More than 10 hours of rework It affected a client / release / delivery / revenue Not sure

What safe materials can you add?Optional

Do not send client data, secrets, API keys, internal files, or complete private chat logs. Paste only a short redacted excerpt that explains the problem.

No materials for now Redacted screenshot Redacted prompt / output Task brief / acceptance criteria Review / handoff notes

How should I contact you?

Email X / LinkedIn / GitHub

Optional next stepOptional

No payment now. If this review points to a real breakpoint, should I send details for a deeper paid review later?

Not now, I only want to submit the problem Send me the scope first If this is useful, I’m open to a paid deep dive I already have a clear problem and may want paid help

Free AI Workflow Review

One more step: send it to me