Breaking the VRAM Wall: A Technical Case Study of CPU-Bypass Inference
A case study on the NVMe-to-GPU breakthrough for LLM inference. Analyze how bypassing the CPU enables Llama 3.1 70B on consumer-grade RTX 3090 hardware.
susiloharjo
Cord: A Technical Exploration of Hierarchical Coordination for AI Agent Trees
A technical case study of Cord, a framework designed for coordinating complex trees of AI agents. Analyze the shift from flat orchestration to hierarchical agentic systems.
Self-Tuning Infrastructure: Multi-Agent Reinforcement Learning for Spark Optimization
An engineering deep-dive into autonomous big data optimization. Learn how Q-learning agents and Adaptive Query Execution (AQE) create self-tuning Apache Spark environments.
Why ML Projects Fail: Mismatch, Leakage, and the Hidden Iceberg of MLOps
A technical analysis of common failure modes in machine learning production cycles. Explore data leakage, offline-online mismatch, and the high tax of ML infrastructure.
The Chilling Effect: When Legal Threats Subvert Responsible Disclosure
A technical post-mortem of a recent vulnerability disclosure case where a researcher was met with legal threats instead of remediation. Exploring the intersection of security research and the Law.
Agentic Sovereignty: Why OpenClaw is the Natural Successor to n8n in the LLM Era
A technical comparison between node-based workflow automation (n8n) and agent-centric frameworks (OpenClaw). Exploring the shift from deterministic chains to autonomous decision loops.