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⚡ AI Lessons

Dev.to · Jakson Tate
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Stop Paying the Cloud Tax: How to Self-Host GitHub Actions on Bare Metal
Cloud CI/CD costs can get out of hand quickly. If your team is running heavy workflows on managed...

Dev.to · Jakson Tate
2w ago
Overcoming the Million-Vector Bill: A Practical Guide to Self-Hosting Qdrant on Bare Metal
Overcoming the Million-Vector Bill: A Practical Guide to Self-Hosting Qdrant on Bare...

Dev.to · Jakson Tate
1mo ago
Migrate Redis to DragonflyDB on Bare Metal: The Enterprise SRE Playbook
Security Notice: The Drop-In Replacement Myth Numerous promotional overviews state that...

Dev.to · Jakson Tate
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Optimize AI Cluster Networks with Multi-Rail RoCEv2
Developing foundational artificial intelligence models demands immense computing power distributed...

Dev.to · Jakson Tate
⚡ AI Lesson
1mo ago
Replace Nginx with Pingora on Bare Metal: An SRE Proxy Guide
For over a decade, Nginx has served as the industry standard for load balancing. However, as global...

Dev.to · Jakson Tate
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
Deploy Supabase on Bare Metal: Secure Self-Hosted Firebase
Supabase is a magnificent open-source backend alternative providing a massive relational database,...

Dev.to · Jakson Tate
1mo ago
How to Optimize MongoDB on Bare Metal Servers: SRE Playbook
The explosion of artificial intelligence retrieval applications has transformed the way enterprises...

Dev.to · Jakson Tate
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Install and Optimize ClickHouse on Ubuntu 26.04 Bare Metal
Achieve extreme analytics at scale. Master the 2026 production setup covering Tiered Storage, NVMe...

Dev.to · Jakson Tate
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Build a Production-Grade Live Streaming Origin Server
Escape the myths. Deploy a brutally honest self-hosted streaming engine using strict security and...

Dev.to · Jakson Tate
⚡ AI Lesson
2mo ago
How to Migrate MySQL to ClickHouse with Zero Downtime
MaterializedMySQL is dead. Master the 2026 industry standard CDC pipeline using Debezium and Redpanda...

Dev.to · Jakson Tate
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The Agentic Execution Loop: Distributed Systems & API Proximity
When discussing AI infrastructure, the conversation almost exclusively revolves around single-node...

Dev.to · Jakson Tate
2mo ago
IPTV Systems Architecture: The Brutal Realities of Scaling
Escape the marketing myths. Master staggered stress testing, active-active failover, and token...

Dev.to · Jakson Tate
2mo ago
Install and Tune PostgreSQL on Ubuntu 24.04 Bare Metal
Escape the default 128MB memory trap. Learn the brutal truths about modern RAM tuning, NVMe WAL...

Dev.to · Jakson Tate
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Why Bare Metal Outperforms Cloud for AI Training (H100 & RoCE v2)
Architecting High-Availability AI Clusters: Overcoming Network Bottlenecks A Technical...

Dev.to · Jakson Tate
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Optimizing LLM Serving: The Engineering Truth of vLLM & NVLink
Cut through the marketing hype. Master true NVLink aggregate bandwidth, thermal throttling realities,...

Dev.to · Jakson Tate
🔐 Cybersecurity
⚡ AI Lesson
3mo ago
Dropping 100Gbps DDoS Attacks: The Ultimate eBPF & XDP Guide
When a massive volumetric attack hits your server, deploying iptables, ufw, or fail2ban is an...

Dev.to · Jakson Tate
🔐 Cybersecurity
⚡ AI Lesson
3mo ago
Future-Proofing Enterprise Data: Post-Quantum Cryptography & Zero Trust Nginx
In the evolving landscape of enterprise cybersecurity, standard TLS encryption is facing new...

Dev.to · Jakson Tate
⚡ AI Lesson
3mo ago
The Bare Metal Kubernetes Blueprint: Deploying Talos Linux & Cilium eBPF
Running Kubernetes in the cloud provides flexibility, but for I/O and network-heavy workloads,...

Dev.to · Jakson Tate
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Fix Zombie VRAM: Clear GPU Memory Without Rebooting
Stop wasting 10 minutes on server reboots. Master the enterprise protocol to kill hidden docker...
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