RodyTech Blog

LLaMA 4 Tech Review: MoE Latency on Consumer Hardware

We benchmark LLaMA 4's Mixture-of-Experts architecture using Mixtral proxies. Discover latency impacts, VRAM needs, and optimization for consumer GPUs.

Rody

Mar 2, 2026 • 7 min read

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Artificial Intelligence

Triton 3.0 on AMD MI400: Is CUDA’s Dominance Ending?

Exploring how Triton 3.0 and AMD MI400 could break NVIDIA's CUDA monopoly in AI infrastructure.

Rody

Mar 2, 2026 • 8 min read • No comments

Artificial Intelligence

Trace AI Agents: OpenTelemetry Standards for Agentic Systems

Struggling with the 'Black Box' of Agentic AI? Discover how OpenTelemetry's new GenAI standards bring observability to complex multi-agent workflows.

Rody

Mar 2, 2026 • 9 min read • No comments

Artificial Intelligence

Beyond RAG: Dynamic Graphs for Stateful AI Agents

Move beyond standard RAG. Learn how Dynamic Knowledge Graphs enable stateful, reasoning-capable autonomous agents that remember and relate context.

Rody

Mar 1, 2026 • 8 min read • No comments

Artificial Intelligence

Mamba Inference: Deploying High-Throughput State Space Models

Discover how Mamba-based State Space Models are retiring the Transformer attention mechanism. Learn to deploy linear-complexity models for massive throughput.

Rody

Mar 1, 2026 • 7 min read • No comments

Security

Quantum-Proof Nginx: Deploying FIPS-203 Kyber-1024 Production

Protect your infrastructure from "Harvest Now" attacks. Learn to deploy FIPS-203 Kyber-1024 in production Nginx using hybrid TLS handshakes.

Rody

Mar 1, 2026 • 8 min read • No comments

Developer Tools

Mastering LLM Observability: Tracing Agents with OpenTelemetry

Debugging multi-step AI agents is hard. Learn how to use OpenTelemetry and semantic conventions to bring visibility to your probabilistic stack.

Rody

Mar 1, 2026 • 9 min read • No comments

Artificial Intelligence

The Rise of SLMs: Efficient AI for Developers and Edge Devices

Small Language Models (SLMs) are challenging the dominance of giants like GPT-4. Discover why efficient, on-device AI is the future.

Rody

Mar 1, 2026 • 7 min read • No comments

Security

Securing LLMs: Real-Time Prompt Injection Detection via eBPF

Discover how eBPF offers kernel-level defense against prompt injection attacks in AI pipelines, ensuring real-time security with zero latency overhead.