Domains
5424 instructions grouped by the kind of system they came out of. A domain page lists every instruction in it, filterable by topic, language and repository, and links a single file with all of them concatenated.
| Domain | Instructions | Repos | Top topics | Updated | Bundle |
|---|---|---|---|---|---|
|
AI Agents & Assistants
Agent loops, tool calling, prompt and context assembly, agent SDKs and coding assistants.
|
838 | 53 | Configurations, Security, API, AI | .md | |
|
LLM Serving & Gateways
Inference servers, model gateways and routers, KV caching, retrieval and ingestion pipelines.
|
335 | 15 | Configurations, AI, Code Style, Security | .md | |
|
ML Frameworks & Platforms
Training and inference frameworks, tensor and kernel code, ML platforms and pipelines.
|
343 | 14 | Configurations, Code Style, Naming Conventions, AI | .md | |
|
Containers & Orchestration
Kubernetes, schedulers, service meshes, container tooling, workflow and job engines.
|
279 | 14 | Configurations, Security, API, Naming Conventions | .md | |
|
Cloud, IaC & Networking
Infrastructure as code, cloud SDKs, edge runtimes, proxies, gateways and tunnels.
|
435 | 22 | Configurations, Security, Code Style, Documentation | .md | |
|
Databases & Data Platforms
Query engines, storage, replication, streaming, ORMs and analytics backends.
|
432 | 16 | Configurations, Database, Security, API | .md | |
|
Observability & Telemetry
Metrics, tracing, logging, error tracking and instrumentation of production systems.
|
204 | 7 | Configurations, Security, Code Style, Testing | .md | |
|
Security & Access Control
Static analysis, cloud posture scanning, authentication, authorization and secrets handling.
|
225 | 17 | Security, Configurations, Naming Conventions, API | .md | |
|
Language Runtimes & Compilers
Interpreters, compilers, async runtimes, parsers and low-level systems code.
|
406 | 17 | Configurations, Naming Conventions, Code Style, Algorithms | .md | |
|
Developer Tooling
Editors, terminals, build systems, package managers, linters, formatters and test runners.
|
685 | 30 | Configurations, Code Style, Naming Conventions, Documentation | .md | |
|
Application Frameworks & UI
Web and mobile frameworks, component libraries, API layers and product codebases.
|
1179 | 52 | Configurations, Code Style, API, Naming Conventions | .md | |
|
Documentation & Knowledge
Reference material, curated lists and learning resources — mostly writing and structure guidance.
|
63 | 8 | Code Style, Documentation, Security, CI/CD | .md |