Posted inAI Machine Learning
synthetic code data: Synthetic Data That Doesn’t Clone GitHub Noise
This senior-level guide covers synthetic code data with production trade-offs for reliability, security, and cost.
Posted inAI AWS System Design
custom model serving: Serving Custom Models Behind the Same API
This senior-level guide covers custom model serving with production trade-offs for reliability, security, and cost.
Posted inAI Machine Learning
AI training data compliance: License and Training-Data Risk
This senior-level guide covers AI training data compliance with production trade-offs for reliability, security, and cost.
Posted inAI Machine Learning
Day 49: Eval for Fine-Tunes: Blind A/B on Real Tickets
This senior-level guide covers Eval for Fine-Tunes with production trade-offs for reliability, security, and cost.
Posted inAI AWS Machine Learning
Day 50: Project: Internal SDK Autocomplete Model
This senior-level guide covers Internal SDK Autocomplete Model with production trade-offs for reliability, security, and cost.
Posted inAI System Design
multi-agent orchestration: Multi-Agent Roles: Planner, Implementer, Critic
This senior-level guide covers multi-agent orchestration with production trade-offs for reliability, security, and cost.
Posted inAI AWS System Design
multi-agent message bus: Blackboard vs Message Bus Orchestration
This senior-level guide covers multi-agent message bus with production trade-offs for reliability, security, and cost.
Posted inAI System Design
multi-agent coordination: Avoiding Agent Ping-Pong
This senior-level guide covers multi-agent coordination with production trade-offs for reliability, security, and cost.
Day 54: Specialist Tools per Agent
This senior-level guide covers Specialist Tools per Agent with production trade-offs for reliability, security, and cost.
Posted inAI System Design
multi-agent failure modes: Swarm Failure Modes
This senior-level guide covers multi-agent failure modes with production trade-offs for reliability, security, and cost.