Where can I find real-world company AI policies and best practices?
There are no established industry standards or best practices around AI right now, leaving professionals to figure it out on their own. Trying to piece together a policy using AI or searching for other companies' examples falls short, creating a desperate need for outside data.
What the numbers show
Counted from the threads quoted below. How we count
- The most recent one is from October 2026.
- This comes up 174.5× more often in Hacker News than across the site as a whole.
What people tried
Every workaround mentioned in the threads below. We haven’t tested any of them — and nobody here is claiming they worked.
Found another way around this?
Share your steps and trade-offs so fellow engineers don't have to reinvent the wheel. No account required.
Where can I find real-world company AI policies and best practices?
- 1Building custom configurations and deploying via CLIDid this help you?
- 2Waiting for official platform tools and pricingDid this help you?
- 3Implementing custom agents and bot-driven SDLCDid this help you?
- 4Using AI to draft the policyDid this help you?
- 5Searching online for other companies' policiesDid this help you?
- 6Using a policy provided by a third-party security training vendorDid this help you?
- 7Clarify what data the agents can access and what permissions they haveDid this help you?
- 8Treating the AI neutrally and using "caveman speak" to save tokens.Did this help you?
- 9Remaining polite strictly to preserve good interpersonal habits for human interactions.Did this help you?
- 10Using the AI as an outlet to blow off steam and vent frustration so as not to do it to family.Did this help you?
- 11Acting nice only when trying to make the AI do something borderline or shady.Did this help you?
In their words
Unedited, grouped by where they were said, most upvoted first within each place, each linked to the thread it came from.
“I am usually talking nice to my agent, because I am worried that if I trash talk it all day long, it's going to become a habit and I am going to start trash talk other people.”source ↗
“But sometimes the agents do a lot of irritating skin, and being a total asshole to a robot seems to calm my nerves the same way swearing aloud do.”source ↗
“I still drop in a "please" occasionally, and less frequently a "nice work". Partly out of habit, but mostly because I don't want the way I communicate with agents to affect the way I communicate with humans on Teams or in emails. Or on HN.”source ↗
“I act mean when it doesnt make a difference. Simply because i dont want to blow that steam off in front of my fellow family and friends”source ↗
“Trying to put one together with the help of AI, but also googling other companies' policies isn't working and I need outside data.”source ↗
“the entire industry is dealing with there being no best practices around AI right now.”source ↗
Where this came up
People with this problem also raised
- 16How to push back against forced AI tools at work
- 3Will AI replace software engineers?
- 4When is it okay to use AI for product photos?
- 10How to actually use AI for IT work instead of just hype
- 25Why does fixing AI mistakes take longer than doing it myself?
- 10Is it safe to use AI for business financial data?