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38m ago - edited 38m ago
It’s spooky season, and we’ve curated the four scariest releases of the year. Zombies, mummies, and vampires had a good run. Today’s monsters live in your pipelines, your dashboards, and your audit logs. Grab some popcorn and get cozy. You’re in for a treat.
Night of the Living Duplicates
“They’re not dead. They’re just in another system.”
The premise is simple and horrible: every system in the building has its own copy of the customer, and none of them agree. Sales has one. Service has another. Finance swears by a third. A small team barricades itself inside the warehouse and starts deduping, and the copies keep coming back, sometimes with new email addresses. The final act belongs to one data steward who stops boarding up windows and asks the question nobody wanted to ask: why do we keep making copies at all?
The Nightmare Before Refresh
“The job succeeded. The data didn’t.”
The most unsettling film of the year, because nothing jumps out at you. The dashboard loads. The numbers are green. The pipeline reports success every single night. The dread arrives quietly: a forecast that hasn’t moved in three weeks, a supplier risk score frozen on a vendor that went under in August, and an AI agent happily routing work based on all of it. Then the CFO raises her hand in a board meeting during your presentation. You’ll walk out of the theater and check your own alerts immediately.
I Know What Your Agent Did Last Summer
“It had access. Nobody remembers granting it.”
I Know What Your Agent Did Last Summer opens in a conference room, 9:00 a.m., an auditor, and one simple question. Which people, and which AI agents, touched customer financial data in July? Silence. What follows is a slow unraveling: a helpful agent with broad permissions, a sensitive table nobody classified, and an export that ended up in a summary emailed to forty people. The structure is the stroke of genius. The film jumps forward a year and replays the same scene with the same question. This time, someone answers in two minutes, with receipts. A thriller about access policies has no business being this gripping.
The Blair Witch Lineage Project
“One number. Six transformations. No way out.”
Found footage, recovered from an analytics team’s shared drive. An analyst sets out to confirm one metric before it goes into the earnings deck and goes deeper than anyone should: six transformations, a view renamed in March, a SQL file last touched in 2019, and a table whose owner left two reorgs ago. On day five, she reaches the source and realizes the number was never the number, and it’s been feeding the AI model the board just approved. Shaky, disorienting, and genuinely funny in places. The quiet ending, when everyone can finally see the whole path, lands harder than any jump scare.
Survive the Season
Four nightmares, one shared weakness: data your people can trust. That means one connected view of the customer instead of a dozen copies, pipelines that speak up the moment something goes wrong, governance that knows every person and agent with access, and lineage you can follow from dashboard to source. Ready to sleep with the lights off?
Check out the D&A content hub and the community video series to find your light in the darkness.
