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Page 14 of 42
The Graphics API is Dead: Why Direct GPU Programming Just Became Inevitable
directx
Featured

The Graphics API is Dead: Why Direct GPU Programming Just Became Inevitable

A technical deep-dive into bypassing Vulkan and DirectX for raw GPU control, based on 30 years of graphics programming experience and modern hardware capabilities.

#directx#graphics#shader-programming...
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GitHub Actions Pricing Shift: The Self-Hosted Runner Bill You Didn’t See Coming
ci-cd

GitHub Actions Pricing Shift: The Self-Hosted Runner Bill You Didn’t See Coming

GitHub’s 2026 pricing changes introduce a $0.002/minute cloud platform charge for self-hosted runners while cutting hosted runner costs by 39%. Here’s how this rewrites the CI/CD cost equation and forces architectural redesigns.

#ci-cd#cloud-costs#cost-optimization...
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The Hexagonal Architecture Paradox: DTOs Everywhere, Agreement Nowhere
clean-architecture

The Hexagonal Architecture Paradox: DTOs Everywhere, Agreement Nowhere

Why the hexagonal architecture community can’t agree on where DTOs belong, and what that means for your codebase’s sanity.

#clean-architecture#domain-driven-design#dto...
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Consumer GPUs Are Invading Enterprise AI Territory: A Real-World 8x Radeon Case Study
AI Inference

Consumer GPUs Are Invading Enterprise AI Territory: A Real-World 8x Radeon Case Study

A deep technical analysis of an 8x Radeon 7900 XTX build running local LLM inference at 192GB VRAM, exposing the cost-performance gap between DIY consumer hardware and cloud AI infrastructure.

#AI Inference#AMD Radeon#Consumer Hardware...
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Alibaba’s CosyVoice 3: The ‘Production-Ready’ TTS That Still Needs a User Manual
alibaba

Alibaba’s CosyVoice 3: The ‘Production-Ready’ TTS That Still Needs a User Manual

CosyVoice 3 promises multilingual voice cloning and 150ms latency, but real-world deployment reveals a gap between benchmark scores and actual reliability. Here’s what the benchmarks won’t tell you.

#alibaba#multilingual-ai#open-source...
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Meta’s SAM Audio Can Isolate a Single Voice from Chaos – And That’s Exactly Why It’s Concerning
audio-processing

Meta’s SAM Audio Can Isolate a Single Voice from Chaos – And That’s Exactly Why It’s Concerning

Meta’s new SAM Audio model promises to revolutionize sound editing with multimodal prompts, but its ability to extract individual sounds from complex audio mixtures raises urgent questions about privacy, misuse, and the future of acoustic anonymity.

#audio-processing#meta#multimodal-ai...
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The Dark Side of AI Startups: When Burnout Isn’t a Bug, It’s the Business Model
burnout

The Dark Side of AI Startups: When Burnout Isn’t a Bug, It’s the Business Model

A former AI startup employee’s warning about toxic culture, impossible KPIs, and how the AI gold rush is manufacturing burnout as a feature, not a flaw.

#burnout#engineering-management#startup-culture...
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Molmo 2: The 8-Billion-Parameter Multimodal Model That Questions the ‘Bigger is Better’ Orthodoxy
model-efficiency

Molmo 2: The 8-Billion-Parameter Multimodal Model That Questions the ‘Bigger is Better’ Orthodoxy

Allen Institute’s Molmo 2 delivers video understanding capabilities that rival models nine times its size, while training on one-eighth the data of competitors.

#model-efficiency#multimodal-ai#open-source...
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68% of Tech Workers Don’t Trust AI Hiring, So They’re Gaming It Into Oblivion
algorithmic bias

68% of Tech Workers Don’t Trust AI Hiring, So They’re Gaming It Into Oblivion

Growing skepticism among tech workers about AI-driven hiring systems has led many to manipulate or ‘game’ the algorithms, raising ethical and practical concerns for recruiters and employers.

#algorithmic bias#hiring#recruitment...
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The Persistent Nightmare of Datetime Handling in Data Engineering
aws-glue

The Persistent Nightmare of Datetime Handling in Data Engineering

Despite decades of computing progress, datetime formatting remains a major pain point for data engineers, leading to bugs, pipeline breaks, and widespread frustration across systems and timezones.

#aws-glue#data-engineering#datetime...
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Checkpointing: The Silent Killer of Distributed Systems
checkpointing

Checkpointing: The Silent Killer of Distributed Systems

Implementing checkpointing mechanisms to track progress in message-driven systems ensures reliability, idempotency, and recovery from failures without reprocessing or data loss.

#checkpointing#event-driven#fault-tolerance...
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NVIDIA’s Nemotron-3-Nano: A 30B Hybrid Reasoning Model That Actually Delivers 1M Context (Mostly)
local-llms

NVIDIA’s Nemotron-3-Nano: A 30B Hybrid Reasoning Model That Actually Delivers 1M Context (Mostly)

NVIDIA’s new open-weight Nemotron-3-Nano promises 1M token context and best-in-class reasoning performance, but early deployments reveal a more complicated reality. Here’s what the benchmarks don’t tell you.

#local-llms#moe#nemotron...
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