"Learning to break down problems into smaller pieces is one of the most important skills in computer science/life." — Addy Osmani (
@addyosmani
)
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Breaking Down Problems: Essential Skill in Computer Science
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Instagram evolves for AI as DeepSeek hints at next-gen architecture
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Top stories in AI today: – IG head platform must “evolve fast” for AI
– DeepSeek hints at next-gen AI architecture
– Use Codex to write code on the web
– OAI overhauling audio for upcoming device
– 4 new AI tools, community workflows, and more Read more: https://
therundown.ai/p/instagrams-a
i-driven-identity-crisis
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OpenAI Create-Plan Skill: Automated Planning Operations
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if you want to see how the create-plan skill operates: https://
github.com/openai/skills/
blob/main/skills/.experimental/create-plan/SKILL.md
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Create-Plan Skill in Codex for Iterative AI Workflows
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the create-plan skill in codex comes in clutch many times! I use it all the time to iterate around with a SPEC md before firing off codex to go get shit done if you haven't already install it (simply ask install create-plan skill) and try it out
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Implementing Sparse Model Training Today
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How to implement this today: 1. Use PyTorch's torch.nn.utils.prune for magnitude pruning
2. Apply 2:4 structured patterns for GPU acceleration
3. Fine-tune with sparse-aware training
4. Deploy with TensorRT or ONNX Runtime The infrastructure exists. Most teams just don't know -
Sparse Models Deliver Real-World Gains
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Real-world results from companies already deploying sparse models: OpenAI: 40% cost reduction on GPT-4 API
Meta: 3x throughput increase for Llama inference
Google: 60% memory savings for production transformers The early adopters are already winning. -
Building AI Integrations with Claude and Notion Automation
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I’m setting up my first-ever notion integrations. I’m communicating errors with Claude through screenshots. I’m debugging servers. Im adding animation gradients. I’m dictating it all through Wispr flow. I am 0% stressed and I’m watching “We Met in December”. Is this real life?
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Hallmark Movies Hack for Peaceful Multi-Terminal Coding
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I don't know how to describe it, but the greatest vibe coding hack for people who hate deep work is to turn on a Hallmark holiday movie in the background. There's something about the movie pacing that makes hammering 3 different Claude terminals feel very peaceful.
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AI engines build mind-blowing software, but search engine creation is hard
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Software engineers are already telling me that their AI engines, like Anthropic's Claude Opus or ChatGPT's advanced models, are building software so advanced that it would blow your mind. So, just build your own search engine. Well, except that's not really possible that easily
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Top Coding Models Compared: SVG Generation Benchmark
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We've compared 4 leading coding models (best from each lab) with some fun SVG generations, see which one you like best. I'm honestly quite impressed, this is leaps and bounds better than only a few months ago. https://t.co/70NGIg2TH7
— Peter Gostev (@petergostev) 1 janvier 2026We've compared 4 leading coding models (best from each lab) with some fun SVG generations, see which one you like best. I'm honestly quite impressed, this is leaps and bounds better than only a few months ago.