Dec 10, 2025Unsloth AI
5x Faster LLM Training with Unsloth Kernels + Packing
Unsloth now supports up to 5× faster (typically 3x) training with our new custom RoPE and MLP Triton kernels, plus our new smart auto packing
- training
- unsloth
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Nov 12, 2025netguru
The Real Pitfalls of AI Agents and Why They Need Guardrails
AI agents promise speed—but without guardrails, they move faster than your safety net.
- agents
- observability
- automation
- tooling
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Oct 30, 2025HuggingFace
OpenAI Introduces Production-Grade Agent Runtimes
A practical journey through the challenges, decisions, and messy reality behind training state-of-the-art language models
- training
- huggingface
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Apr 27, 2025Towards Data Science
A Developer’s Guide to Building Scalable AI: Workflows vs Agents
Understanding the architectural trade-offs between autonomous agents and orchestrated workflows — because someone needs to make this decision, and it might as well be you.
- agents
- automation
- tooling
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