Vibe Check: Reflective Essay

Past midnight, the monitor’s glow flickers against the dark. I just read that Flock Safety is adding safeguards so its cameras can’t be used to target immigrants or people seeking abortions. Relief, then unease.

Years ago I built a routing dashboard for a delivery fleet. It flagged anomalies—long stops, odd loops. A manager later asked if we could use it to identify drivers who lingered near a women’s health clinic. I said no. But I still remember how easily the tool leaned toward a purpose I never wrote into the schema.

That’s the quiet lesson: surveillance tools don’t require malicious engineers to do harm. They require a database, a legal loophole, a shift in administration. Flock’s patch is welcome, but it’s also an admission that the original design was too permissive.

We tell ourselves we’re just building what was asked. But we choose defaults, retention windows, audit logs, off-switches. Those are moral decisions, not technical ones. The cursor blinks like a small heartbeat in the dark. I think of my own code with less innocence now. We don’t just build tools. We build the safeguards—or we build the silence where safeguards should be.

Postscript, 1:17 AM
The monitor’s blue flicker paints the edge of my sleep-deprived face, the chamomile tea at my elbow gone cold enough to leave rings on the scrap-pine desk I built last summer.

I think of the license plate lookup tool I cobbled together my junior year, pitched as a way to find lost cars in the stadium lot after football games. I didn’t think about how campus police repurposed it three months later to flag students with outstanding tuition bills for campus entry bans. I told myself it wasn’t my fault, back then.

I just read Flock’s announcement that they’re blocking their surveillance cameras from being used to target immigrants and abortion seekers, and my throat feels tight. It’s not enough, is it? We build the tools, we call ourselves neutral, we hand them over, and then we act surprised when people use them for the worst versions of what they can do.

We don’t get to outsource consequence. Guardrails can’t come after launch, tacked on when someone finally points out the harm we didn’t bother to imagine when we were optimizing for speed, for adoption, for that next raise.

(Word count: 218)

Past midnight, the monitor’s blue rectangle is the only light in the room. I’m typing softly, listening for the creak that means someone’s awake. On the screen: Flock Safety says it will add safeguards so its cameras aren’t used to target immigrants or people seeking abortions. I exhale, but it catches in my throat.

Years ago I built a small feature that flagged “suspicious” login locations. It felt like craftsmanship—clean logic, neat dashboards. Then support told me it had locked out a nurse traveling between clinics, while a real fraudster slipped through. I learned that a filter is never just a filter. It is a guess about who belongs, and guesses harden into consequences.

Every tool carries a shadow version: the map that can guide ambulances can also guide patrols; the camera that finds a stolen car can also trail a frightened woman to a clinic. We cannot pretend the second use is someone else’s story.

As engineers, responsibility begins before deployment. We should ask who might be harmed when the system is tired, biased, or borrowed by a stranger. We should build limits, audits, and the courage to say no.

The cursor blinks in the dark, waiting.

Title: 1:17 a.m. and the Cost of Neutral Code
1:17 a.m. My monitor’s cool blue flicker paints the wall above my half-empty chamomile mug—steam long gone—when I hit Flock Safety’s press release: new safeguards barring their surveillance cameras from targeting immigrants or abortion seekers.

Last year, I built a free neighborhood lost-pet tracker: GPS tags, photo uploads, a public map. I coded it with late-night enthusiasm, framing it as a “neutral” community tool to lift people up. Then a landlord DM’d: he used my map to log tenants’ overnight guests, cross-referencing with lease clauses. I froze. Something I’d built to connect became a cudgel.

Flock’s move isn’t a fix—it’s a belated recognition that code carries our blind spots. We engineers fetishize “innovation” but skip harm audits until damage is done. No tool is neutral if we don’t ask: Who could this hurt, and how do I stop it?

I close the tab, reach for my cold mug. Tomorrow, I’ll add a mandatory “harm mitigation” checklist to my project template. It’s small, but it’s a start.

The monitor’s faint flicker cuts the midnight dark as I type this quietly, not to wake anyone. I just read Flock Safety is adding safeguards so its cameras can’t target immigrants or those seeking abortions.

It lands heavy. Years back I coded a location-tracking module for a delivery app. We sold it as efficiency—drivers finding packages faster. Late nights debugging, I never pictured it feeding data to track someone fleeing a bad situation or crossing a border. The code worked perfectly. The consequences didn’t.

We build tools that outlive our intentions. A camera for license plates becomes a net for the vulnerable. Unintended harm hides in every optimization we ship. As engineers we carry the duty to anticipate misuse, to refuse features that enable it, to bake in limits from the first commit—not patch them later under pressure.

Flock’s move is a start, proof we can still choose better. The cursor blinks. I save and close the laptop. Tomorrow the work continues, differently.