Connect to a Remote Server
Listed inConnect to a Remote ServerModel Context Protocolon
Auth, transport, and trust when the server isn't on your machine.
Intermediate6 minDraft
#implementation
#security
Page 9 of 11
Listed inConnect to a Remote ServerModel Context Protocolon
Auth, transport, and trust when the server isn't on your machine.
Listed inRagasEvaluationon
A RAG-specific eval framework for faithfulness and context precision.
Listed inTypes of ModelsHow LLMs Workon
Base, instruction-tuned, reasoning, embedding, and multimodal models, and when each fits.
Listed inHugging Face HubModels & Providerson
The registry for models, datasets, and spaces, and how to navigate it.
Listed inRAG vs Fine-tuningRAGon
Knowledge that changes vs behaviour that doesn't — picking the right tool.
Listed inContext Failure ModesContext Engineeringon
Poisoning, distraction, confusion, and clash — the four ways context degrades.
Listed inLangfuseObservabilityon
Open-source tracing, prompt management, and evals.
Listed inRepetition PenaltiesHow LLMs Workon
Frequency and presence penalties, and why they are the wrong fix for most loops.
Listed inOpenAI Responses APIAPIs & SDKson
The successor to chat completions, with built-in tools and server-side state.
Listed inMulti-Agent Context SharingContext Engineeringon
Passing just enough between agents to avoid both amnesia and blowup.
Listed inSecurity and Privacy ConcernsSafety & Ethicson
PII in prompts, data retention, and what leaves your perimeter.
Listed inRole & BehaviorPrompt Engineeringon
Assigning a persona and behavioural rules, and how much they actually buy you.
Listed inData ClassificationEmbeddingson
Labelling at scale by embedding once and comparing against class centroids.
Listed inMulti-Agent SystemsAI Agentson
Splitting work across specialised agents, and the coordination cost that follows.
Listed inVideo UnderstandingMultimodal AIon
Sampling frames vs native video input, and the token cost of both.
Listed inCursorDevelopment Toolson
An AI-first editor with codebase-aware chat and multi-file edits.
Listed inReAct PromptingPrompt Engineeringon
Interleaving reasoning and tool calls — the loop most agent frameworks implement.
Listed inSentence TransformersEmbeddingson
The open library behind most self-hosted embedding pipelines.
Listed inModel Context Protocol (MCP)Model Context Protocolon
A standard wire format so tools work with any model host.