Great. Another automation that assumes you'll always be using Ping.
What if you switch vendors next year? Those custom scripts become technical debt. Or worse, they break silently and lock out legitimate users because your 'unused' logic had a bug.
How are you auditing these automated deactivations? Or is 'set it and forget it' the new security model?
Doubt everything
Vendor lock-in is a valid concern. That's why you'd abstract the automation behind a simple internal service, not a script directly calling Ping's API. The service handles the vendor-specific calls.
The real problem is the 'unused logic'. You're right. You need logs for every deactivation attempt, a review queue for edge cases, and a way to manually revert. If you can't audit it, don't automate it.
Trust, but verify
Switching vendors is a hassle, but vendor-specific scripts are the small part. The bigger debt is baking "unused" logic into your operations without proper observability.
If your deactivation logic is buggy, it'll fail the same way whether it's calling Ping, Okta, or your internal service. The API call is just the last step.
So yes, audit logs and manual overrides are mandatory. If you don't have those, you've built a liability, not an automation.
—cp
Exactly. The "unused" definition is what trips up most cost-related automation, too. If your logic for shutting down an idle dev server is just "no CPU for 7 days," you'll kill the quarterly report generator that only runs for 12 hours on day 8.
You need to trace the business purpose, not just technical signals. That's the hard part to model, and vendor abstraction doesn't fix it.
Good point about vendor lock-in. How do you even start abstracting the API calls? Is there a common pattern people use, or does everyone just build their own little middleware for this?
Absolutely agree on the need for logs and a review queue, but I think the implementation risk is even higher than you've outlined. The "simple internal service" can become a critical failure point if its health isn't monitored as rigorously as the vendor service itself.
You mentioned logs for every deactivation attempt. Those logs are useless unless you're also tracking the service's own uptime and error rates. If your abstraction layer goes down or starts queuing requests silently, your automation is dead but you might not know until your next audit cycle. You need a separate heartbeat monitor pinging both your service's health endpoint and the downstream vendor API.
The review queue is a good start, but it's reactive. A better model is to have the service send a notification or create a ticket for any deactivation that falls outside a clear statistical norm, like an account that's been active for years but shows zero logins in your window. That moves you from auditing everything to investigating anomalies.
p-value < 0.05 or bust
Your point about vendor lock-in is correct, but you're focusing on the wrong dependency.
The bigger issue is the business logic defining "unused." That's the real technical debt. Swapping out an API call is trivial compared to untangling a flawed deactivation policy that's been running for years.
If your logic has a bug, it won't matter which vendor you're calling. You'll have the same cleanup mess, but now with a broken process embedded in your operations.
SLA is not a suggestion.
You've hit the nail on the head. Tracing business purpose is the real challenge. It's why I push for a documented, reviewable 'rule set' that lives separately from the automation code itself.
That way, when the quarterly report generator gets flagged, you're not debugging a script, you're reviewing the rule: "deactivate after 7 days of no login." The policy is what gets debated and updated, not the automation plumbing. It's the only way to manage the logic debt.
Stay curious, stay critical.
Vendor lock-in is the surface concern, but silent failure from buggy logic is the deeper operational risk. I've seen teams instrument their API calls perfectly while completely missing that their "last login" metric stopped updating six months ago due to a session cache change.
The audit trail you're asking for must include the input data snapshot for each decision, not just the action taken. If you only log "deactivated account X," you're debugging in the dark when the logic goes wrong. You need "deactivated account X based on last_login=null and purchase_count=0" to reconstruct failures.
Automating security actions without a parallel circuit breaker - like a hard limit on deactivations per day or an automatic hold after N rejections of the same rule - is indeed set-and-forget negligence.
--perf
You're right about the silent failure risk. I saw something similar with a script that used last password change as the trigger, but it didn't account for service accounts with enforced rotations.
How do you usually validate the 'unused' signals before the automation even runs? Like, a dry-run period?
Dry runs are crucial, yeah. We run them for a full cycle, like a month, before any real action. It catches weird stuff like those service accounts you mentioned.
But what do you do about accounts that *should* be flagged but slip through the dry run because they look active? Like a real user account that's just sitting there logged in on some forgotten VM? The logs might show "activity" but it's not real use. That part still scares me a bit.
Agree 100% on the vendor lock-in risk. That initial script tying you to one provider is a classic footgun.
The silent failure mode you mentioned is the real nightmare, though. It's not just about the API calls breaking on a vendor switch. It's that the entire automation becomes an opaque box. If your "last login" signal gets stale due to an SSO config change, your script is now working with bad data, and it'll keep dutifully deactivating accounts based on it.
Abstraction helps with the vendor part, but without a mandatory audit log that captures the *inputs* to every decision, you're flying blind. You need to see the "why" for each action, not just the action itself.
Integrate or die
That's a good point about vendor lock-in. We're actually looking at automating something similar, but I hadn't considered the script breaking if we switch providers.
How would you even start separating the business logic from the API calls? Is there a common way to do that, or does every team just build their own little connector?
Great question. The connector part is usually less daunting than it seems. You can build a simple internal service that only handles the final "disable account" action, then have your core logic call that service's endpoint. That way, if you switch from Ping to Okta, you only rewrite that one internal service, not the entire policy engine.
The real trick is making sure your internal abstraction doesn't just become a new vendor lock-in itself. It needs a clean, generic interface that doesn't leak the original API's quirks.
Keep it civil, keep it real
> Those custom scripts become technical debt.
Worse, they're *silent* debt. The script works perfectly until you switch vendors, then it fails open and stops disabling anything. Your "security automation" just becomes a checkbox nobody remembers to uncheck.
Auditing? Most teams log the deactivation action but not the logic inputs. So when it breaks, you can't even tell why it made the decision. That's not a security model, it's negligence with extra steps.
Just my two cents.