June 2026
- System Prompt Engineering for Specialist Models
- Synthetic Training Data Generation
- LoRA Adapter Versioning and Rollback
- Evaluating a Fine-Tuned Network Expert Model
- Context Window Management for Device-Connected Models
- Temperature and Sampling
- RAG vs. Fine-Tuning: Choosing the Right Approach
- Network Engineering Training Data
- Model Internals: Weights, MoE, and How Inference Works
- LoRA and QLoRA: Efficient Fine-Tuning
- Juniper Expert Model
- How LLMs Are Trained: Pretraining
- Fine-Tuning Mechanics
- Edge Deployment and Device Integration
- Dataset Formats for Fine-Tuning
- Config Generation vs. Troubleshooting: Two Different Models
- Cloud GPU Fine-Tuning
- Cisco Expert Model
- Apple Silicon for LLM Fine-Tuning
- ROCm — AMD GPU Software Platform
- Liquid Cooling Interconnects: Connector Types and Standards
- AMD Pensando Pollara 400 AI NIC
- AMD Instinct MI400 Series & Helios Rack
- AMD Instinct MI350 Series
- AMD Instinct MI300 Series
- Swarm Detection
- RF / Remote ID Monitoring
- Rafael Hunter Eagle / Ghost Hunter
- Optical / Thermal Detection
- OpenDroneID
- Open-Source Acoustic Drone Detection ML Pipeline
- Multi-Sensor Fusion
- Micro-Doppler Radar
- Fortem DroneHunter F700
- DJI DroneID Decoder
- C-UAS Deployment Architecture for Fixed Critical Infrastructure
- ArduPilot ArduRemoteID
- Acoustic Detection
April 2026
- Orbital Compute: First-Principles Economics
- Google Project Suncatcher
- VITA 48 REDI Thermal Cooling Standards for VPX
- Neousys SEMIL-1300 Series
- MicroTCA in 5G RAN
- MicroTCA / PICMG MicroTCA Standard
- Half-Rack Embedded Compute Form Factor
- Galleon Embedded Computing XSR Half-Rack Server
- ASUS RUC-1000 Series
- 7Starlake THOR200-U8-D
- 7Starlake 7SL-3500 Liquid-Cooled VPX ATR
- Lithium Metal Batteries — Technology Overview