One of the bigger shifts for me with Claude Code over the past few months has been shutting down that initial dismissal I have when a task feels "not worth my time" Like I'll think "it would be nice to rename all my screenshots with what's actually in them" and immediately move
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Snorkel Agentic Coding Benchmark: 100 Multi-Step Tasks
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100 multi-step tasks.
Multiple difficulty tiers.
Reproducible, sandboxed environments.
Human-validated reference solutions.
Meet the Snorkel Agentic Coding Benchmark. -
Designing Benchmarks for Real-World Software Engineering Skills
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Learn how we designed the benchmark to test real-world software engineering skills: Read the full post →
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Upgrade Face Detection from Haar Cascades to OpenCV U-Net
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Still using Haar cascades for face detection? It’s time to move on ⚠️
— Satya Mallick (@LearnOpenCV) 9 janvier 2026
OpenCV’s U-Net–based face detector delivers better accuracy, robustness, and real-time performance—even on CPUs.
OpenCV 5 moving cascades to contrib says it all.#OpenCV #ComputerVision #FaceDetection… pic.twitter.com/Z6FLrCHEUpStill using Haar cascades for face detection? It’s time to move on OpenCV’s U-Net–based face detector delivers better accuracy, robustness, and real-time performance—even on CPUs.
OpenCV 5 moving cascades to contrib says it all. #OpenCV #ComputerVision #FaceDetection -
Helsinki University Recruits Postdoc for ARC-AGI-3 Challenge
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The Logic and Learning group at the University of Helsinki is recruiting a postdoc to work on cracking the ARC-AGI-3 challenge via Inductive Logic Programming methods. You'd work under the supervision of Prof. Andrew Cropper. Apply by February 5, 2026 — link in next tweet!
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Creating Apps for Reachy Mini Robot with Simulation
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Anyone can create apps for Reachy Mini either with the robot or in simulation https://
huggingface.co/spaces?filter=
reachy_mini
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Vibe Coding Eases Attention Demands of Manual Programming
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This is so true. Programming "by hand" is a *VERY* attention demanding and attention-to-the-details kind of endeavor. It is almost impossible to do right if you are stretched with other obligations in life. Vibe coding changes that.
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Building AI Agents Requires Complete Infrastructure Beyond Core Development
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Absolutely! Beyond just building the agent, you also need to manage memory, state, observability, tracing, logging, streaming, and more. It’s essentially a full infrastructure you have to design and maintain to ensure the agent actually does something useful.
