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Articles from Dev.to · soy · 92 articles · Updated every 3 hours · View all reads

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Cloud Supply Chain & AWS CodeBuild PrivEsc Exposed; GDDR6 Rowhammer to Root Shell
Dev.to · soy 6d ago
Cloud Supply Chain & AWS CodeBuild PrivEsc Exposed; GDDR6 Rowhammer to Root Shell
Cloud Supply Chain & AWS CodeBuild PrivEsc Exposed; GDDR6 Rowhammer to Root Shell ...
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Claude Code Powers AI Workflows: Ultraplan for Agent Orchestration & App Store Automation
Dev.to · soy 6d ago
Claude Code Powers AI Workflows: Ultraplan for Agent Orchestration & App Store Automation
Claude Code Powers AI Workflows: Ultraplan for Agent Orchestration & App Store...
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SQLite Internals: Memory Leak, Security Vuln; PostgREST Goes Edge
Dev.to · soy 6d ago
SQLite Internals: Memory Leak, Security Vuln; PostgREST Goes Edge
SQLite Internals: Memory Leak, Security Vuln; PostgREST Goes Edge Today's...
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Claude Code Enhances Dev Workflows, Open-Source AI Outperforms Sonnet on Benchmarks
Dev.to · soy 6d ago
Claude Code Enhances Dev Workflows, Open-Source AI Outperforms Sonnet on Benchmarks
Claude Code Enhances Dev Workflows, Open-Source AI Outperforms Sonnet on Benchmarks ...
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Gemma 4 Benchmarks, iMac G3 Local LLM, and Ollama Android Client for On-Device Inference
Dev.to · soy 6d ago
Gemma 4 Benchmarks, iMac G3 Local LLM, and Ollama Android Client for On-Device Inference
Gemma 4 Benchmarks, iMac G3 Local LLM, and Ollama Android Client for On-Device Inference ...
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Zero-Days, Supply Chain & AI Self-Jailbreaks: Top Security Threats
Dev.to · soy 1w ago
Zero-Days, Supply Chain & AI Self-Jailbreaks: Top Security Threats
Zero-Days, Supply Chain & AI Self-Jailbreaks: Top Security Threats Today's...
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AI Agent Autonomy, Audio Transcription Models, & LLM Token Optimization
Dev.to · soy 1w ago
AI Agent Autonomy, Audio Transcription Models, & LLM Token Optimization
AI Agent Autonomy, Audio Transcription Models, & LLM Token Optimization ...
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PostgreSQL Performance in the Spotlight: Linux 7.0 Impact, Benchmarking & Vacuum Tuning
Dev.to · soy 1w ago
PostgreSQL Performance in the Spotlight: Linux 7.0 Impact, Benchmarking & Vacuum Tuning
PostgreSQL Performance in the Spotlight: Linux 7.0 Impact, Benchmarking & Vacuum...
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Claude Ultraplan & API Access Changes for Developers; Cadenza Boosts AI Agent Research
Dev.to · soy 1w ago
Claude Ultraplan & API Access Changes for Developers; Cadenza Boosts AI Agent Research
Claude Ultraplan & API Access Changes for Developers; Cadenza Boosts AI Agent...
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Gemma 4 Local Inference: Ollama Benchmarks, llama.cpp KV Cache Fix, NPU Deployments
Dev.to · soy 1w ago
Gemma 4 Local Inference: Ollama Benchmarks, llama.cpp KV Cache Fix, NPU Deployments
Gemma 4 Local Inference: Ollama Benchmarks, llama.cpp KV Cache Fix, NPU Deployments ...
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Self-Hosting Docker Mastery, Rust/WASM Browser Engines, & Gesture-Controlled Web
Dev.to · soy 1w ago
Self-Hosting Docker Mastery, Rust/WASM Browser Engines, & Gesture-Controlled Web
Self-Hosting Docker Mastery, Rust/WASM Browser Engines, & Gesture-Controlled Web ...
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PostgreSQL Performance Crisis, Cloud-Native DB Deployments, & Collation Deep Dive
Dev.to · soy 1w ago
PostgreSQL Performance Crisis, Cloud-Native DB Deployments, & Collation Deep Dive
PostgreSQL Performance Crisis, Cloud-Native DB Deployments, & Collation Deep Dive ...
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Self-Host Like a Pro: From Security Tools to 100x Faster AI Agent Sandboxing
Dev.to · soy 2w ago
Self-Host Like a Pro: From Security Tools to 100x Faster AI Agent Sandboxing
Self-Host Like a Pro: From Security Tools to 100x Faster AI Agent Sandboxing ...
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SQLite, Go/Postgres, & Petabytes: Database Patterns for Builders
Dev.to · soy 2w ago
SQLite, Go/Postgres, & Petabytes: Database Patterns for Builders
SQLite, Go/Postgres, & Petabytes: Database Patterns for Builders Today's...
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Local LLM Efficiency & Security: TurboQuant Innovations and Supply Chain Alerts
Dev.to · soy 2w ago
Local LLM Efficiency & Security: TurboQuant Innovations and Supply Chain Alerts
Local LLM Efficiency & Security: TurboQuant Innovations and Supply Chain Alerts ...
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Self-Host Strong, AI Agents Fast, & Master Your JSON Tools
Dev.to · soy 2w ago
Self-Host Strong, AI Agents Fast, & Master Your JSON Tools
Self-Host Strong, AI Agents Fast, & Master Your JSON Tools Today's...
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Building High-Performance Data Stacks: Vector Search, SQLite Ops, & Open-Source Monitoring
Dev.to · soy 2w ago
Building High-Performance Data Stacks: Vector Search, SQLite Ops, & Open-Source Monitoring
Building High-Performance Data Stacks: Vector Search, SQLite Ops, & Open-Source...
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GPU-Accelerated LLMs: Serving at 1M Tok/s, Voxtral TTS, & 4-bit Weight Quantization
Dev.to · soy 2w ago
GPU-Accelerated LLMs: Serving at 1M Tok/s, Voxtral TTS, & 4-bit Weight Quantization
GPU-Accelerated LLMs: Serving at 1M Tok/s, Voxtral TTS, & 4-bit Weight Quantization ...
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Local LLM Acceleration: Quantization, TTS, and 1M Tokens/Sec
Dev.to · soy 2w ago
Local LLM Acceleration: Quantization, TTS, and 1M Tokens/Sec
Local LLM Acceleration: Quantization, TTS, and 1M Tokens/Sec Today's...
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vLLM On-Demand Gateway: Zero-VRAM Standby for Local LLMs on Consumer GPUs
Dev.to · soy 2w ago
vLLM On-Demand Gateway: Zero-VRAM Standby for Local LLMs on Consumer GPUs
The Problem: vLLM Hogs Your GPU 24/7 If you run a local LLM with vLLM, you know the pain....
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Databases Are the New AI Moat: Why DB-First Architecture Changes Everything
Dev.to · soy 2w ago
Databases Are the New AI Moat: Why DB-First Architecture Changes Everything
The Broken Promise of "Just Feed It to the AI" We have a dangerous tendency in software...
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Local LLM Apps, Persistent Certs & K8s Storage Mastery
Dev.to · soy 2w ago
Local LLM Apps, Persistent Certs & K8s Storage Mastery
Local LLM Apps, Persistent Certs & K8s Storage Mastery Today's...
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Local LLMs & Edge AI: Hardware Boost, Security Fixes, and Extreme Compression
Dev.to · soy 2w ago
Local LLMs & Edge AI: Hardware Boost, Security Fixes, and Extreme Compression
Local LLMs & Edge AI: Hardware Boost, Security Fixes, and Extreme Compression ...
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Urgent Security Alerts & Self-Hosted Swarm: Building Local LLM Infra Safely
Dev.to · soy 2w ago
Urgent Security Alerts & Self-Hosted Swarm: Building Local LLM Infra Safely
Urgent Security Alerts & Self-Hosted Swarm: Building Local LLM Infra Safely ...
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