Showing 6 of 6 tasks · 100 in the benchmark
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Media & Graphics
You are given a 29.97 fps drop-frame master video (`/app/master.mov`) and an edit decision list (`/app/edit.edl`). The EDL lists source in/out points using non-drop-frame timecode (counting frames as if the video were exactly 30 fps).
Business & Domain Workflows
You are given a consolidation accounting engine in `/app/consolidation/engine.py`. The engine combines a parent and subsidiary and attempts to eliminate intercompany inventory sales and unrealized profit. The engine passes the example scenarios in the…
Security & Forensics
Two signed RISC-V firmware images for a small device are in `/app`: - `firmware_v1.bin` — the release from day N. - `firmware_v2.bin` — the release from day N+1, signed and claiming only bugfixes. - `bootloader.elf` — the day N+1 bootloader as an ELF with…
ML & Forecasting
The drift-monitoring pipeline in `/app` compares a reference CSV to a current production CSV and emits a retraining trigger when it believes feature distributions have changed. The on-call team has noticed that during fraud-rate surges the monitor fires…
Distributed Systems & Databases
A Kafka-based payment processing pipeline, deployed as a replicated Kubernetes workload, has started producing duplicate records in the downstream accounting database after a Kubernetes migration. - Duplication rate: ~0.02% (about 200 duplicates per million…
Distributed Systems & Databases
## Goal The containerized two-level resource scheduler in `/app/scheduler.py` has a flawed scheduling contract. A resource offer is currently treated as a non-binding proposal: once an offer is sent, the same resources may be offered to another framework, and…
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