Personal knowledge base covering AI/ML systems, infrastructure, and software engineering.
| Domain | What's inside |
|---|---|
agentic-system-design/ |
Design discipline for LLM-powered agent systems: patterns, failure modes, trade-offs |
agent-knowledge/ |
Knowledge systems that learn passively — bitemporal graphs, ontology-driven extraction, reasoning |
rag/ |
Retrieval-Augmented Generation — chunking, embeddings, hybrid search, BM25, ColBERT, SPLADE |
inference-engineering/ |
Serving LLMs locally: model formats, quantization, inference servers, gateways, observability |
graphrag/ |
Microsoft GraphRAG — pipeline, prompt tuning, query modes |
neo4j/ |
Neo4j graph database — data model, Cypher, index-free adjacency |
system-design/ |
Fundamentals: networking, protocols, distributed transactions, rate limiting, CAP/PACELC |
kubernetes/ |
kubectl, kustomize, minikube |
harness/ |
AI agent harness — the scaffolding layer that wraps LLMs into acting agents |
tts/ |
Text-to-speech: mel spectrogram, acoustic model, vocoder, Kokoro |
scm/ |
Software Configuration Management — versioning, branching, fork management, release engineering, supply chain |
devops/ |
DevOps — culture, CI/CD pipelines, branching strategies, environments, deployment strategies |
testing/ |
Software testing strategy — test pyramid, e2e, smoke, integration, and when to use each |
archify/ |
Archify skill internals — two-stage pipeline, JSON schema contract, diagram type selection, explainer mode |
neuroscience/ |
Neuroscience of learning and effort — effort conditioning (learned industriousness, peak-end), a discipline playbook with evidence map, and reward prediction error theory |
knowledge-catalog/ |
Google Cloud Knowledge Catalog — what it does and doesn't, Knowledge Studio, and a hands-on PDF scan test |
synthesis/ |
Pages that integrate two or more domains |
Each domain has an index.md that lists its pages and when to read each one. Start there before exploring individual files.
Wiki/
├── index.md ← root index: all domains
├── tags.md ← tag registry
├── log.md ← operations log
└── <domain>/
├── index.md ← domain index
└── *.md ← concept pages
labs/— independent git repos with hands-on experimentsprojects/— private work project notes (meetings, decisions)raw/— raw source files ingested into wiki pages