Topic
Orchestration
Learn Orchestration as a connected topic across chapters, concepts, simulations, and interview reasoning.
10 Concepts7 Articles2h 1m
Overview
Learn Orchestration as a connected topic across chapters, concepts, simulations, and interview reasoning.
How this topic helps
System Design
Ai
Architecture
Llm
Learning Path in this Topic
Series that contain articles from Orchestration. Select a path to filter the article list.
Articles
7 matched articles
Article 1LLM Skills vs Tools: The Missing Layer in Agent DesignTLDR: A tool is a single callable capability (search, SQL, calculator). A skill is a reusable mini-workflow that coordinates multiple tool calls with policy, guardrails, retries, and output structure.16 min
Article 2LLM Skill Registries, Routing Policies, and Evaluation for Production AgentsTLDR: If tools are primitives and skills are reusable routines, then the skill registry + router + evaluator is your production control plane. This layer decides which skill runs, under what constrain14 minArticle 3How Kubernetes Works: The Container OrchestratorTLDR
TLDR: Kubernetes (K8s) is an operating system for the cloud. It manages clusters of computers (Nodes) and schedules applications (Pods) onto them via a continuous declarative control loop — you 13 minArticle 4Integration Architecture Patterns: Orchestration, Choreography, Schema Contracts, and Idempotent ReceiversTLDR: Integration failures usually come from weak contracts, unsafe retries, and missing ownership rather than from choosing the wrong transport. Orchestration, choreography, schema contracts, and ide15 minArticle 5Data Pipeline Orchestration Pattern: DAG Scheduling, Retries, and RecoveryTLDR: Pipeline orchestration is an operational control plane problem that requires explicit dependency, retry, and backfill contracts.
TLDR: Pipeline orchestration is less about drawing DAGs and mor14 min
Article 6How AI Coding Agents Work: Models, Context, Sessions, and MemoryTLDR: An AI coding agent is an LLM stapled to a tool registry, wrapped in an orchestration loop that painstakingly rebuilds state on every single API call — because the model itself is completely stat34 minPage 1 of 2