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Rise of Autonomous Agents and Complex Workflows

This week's technical feed highlights a shift beyond simple code generation toward autonomous, multi-stage development workflows. Prototypes for agent systems capable of managing entire processes—from design to debugging and execution—are emerging across various platforms, extending into complex domains like professional software (FilmCraft) and security processes (CrowdStrike). This advanced autonomy demands vast context (Grok CLI), simultaneously emphasizing the critical need for underlying hardware architectures (Qualcomm HBC) to solve fundamental infrastructure issues like the memory wall. However, the complexity of these agent systems means that managing high token consumption and inherent security vulnerabilities remains a significant challenge.

3,947 articles · 127 source sites

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As of Nov 2, 2026, 9:20 PM UTC

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FiltersHardware & Silicon5,254 results

퀘이사존June 15, 2026

부진한 PC 시장, 외장 GPU 출하량 0.6% 감소, 부품 가격 상승 속 CPU 출하량 둔화

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2026년 1분기 PC 시장은 부품 가격 상승과 공급 부족으로 인해 GPU와 CPU 출하량이 모두 감소하는 부진을 겪었습니다. 엔비디아가 GPU 시장 점유율 90%로 선두를 유지하는 가운데, 인텔은 외장 GPU 시장에서 소폭의 점유율 상승을 기록했습니다.

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Rise of Autonomous Agents and Complex Workflows

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What’s emerging

Today’s trends

This week’s trends

Rise of Autonomous Agents and Complex Workflows

부진한 PC 시장, 외장 GPU 출하량 0.6% 감소, 부품 가격 상승 속 CPU 출하량 둔화

MANLI 지포스 RTX 5080 Nebula D7 16GB 인텍앤컴퍼니

AMD 256코어 젠6 베니스, 엔비디아 베라의 3.3배 성능 주장

전봇대 위 쓰레기통? 깡통? 정체 | AI 시대, 변압기가 주목받는 이유

RTX Pro 4500 Blackwell Performance Numbers

Finally finished my LLM server: EPYC 9575F, 4× RTX 3090 (96GB VRAM), 768GB ECC RAM

Gemma 4 QAT Q4_0 Bench on Strix Halo

AMD MI50 on Debian Testing is doing great and getting better.

HDMI 말고 DisplayPort 쓰는 이유… DP 케이블 고를 때 진짜 봐야 할 것

[Benchmark] DFlash Speculative Decoding + KV Cache Compression on RTX 5090 — 3.26x Speedup

Weird to get near linear scaling by adding another GPU?

New MLX LM Server From Apple

Blackwell 16gb llm starter kit - Benchmarks + Configs for 5070 ti / 5080 (nvidia 16gb GPUS)

Jetson Orin NX Build for Hermes Agent + Benchmarking

Apple announced new on device inference engine for Apple Silicon

TileFuse: A Fused Mixed-Precision Kernel Library for Efficient Quantized LLM Inference on AMD NPUs

Furiosa AI selling inference chip to consumer market will be a game changer to local llm

Making Locality-aware GEMM Compatible with Page-Granularity Placement on Chiplet GPUs

Applied Materials Expands Singapore Manufacturing to Support AI Chip Demand

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