Concepts
Stable knowledge
- AI Agents
Autonomous systems that combine language models with reasoning, memory, and tool use to execute complex multi-step tasks with minimal human intervention.
growing#ai-agents#llm#autonomous-systems#tool-use#agentic-ai#react-pattern - Artificial Intelligence
Field of computer science dedicated to creating systems capable of performing tasks that normally require human intelligence, from reasoning and perception to language generation.
growing#ai#machine-learning#deep-learning#llm#neural-networks#foundation-models - Maturity Models
Structured frameworks for progressively assessing and improving organizational capabilities, from CMMI to modern approaches like DORA and simplified models.
growing#maturity-models#cmmi#dora#organizational-assessment#continuous-improvement - Model Context Protocol (MCP)
Open protocol created by Anthropic that standardizes how AI applications connect with external tools, data, and services through a universal interface.
growing#mcp#protocol#ai-tools#anthropic#json-rpc#open-standard#interoperability - Prompt Engineering
The discipline of designing effective instructions for language models, combining clarity, structure, and examples to obtain consistent, high-quality responses.
growing#prompt-engineering#llm#anthropic#openai#google#meta#best-practices#ai-tools - Semantic Search
Information retrieval technique that uses vector embeddings to find results by meaning, not just exact keyword matching.
growing#search#embeddings#vector-search#nlp#transformers#information-retrieval - Spec-Driven Development
Development methodology where the specification is written before the code, serving as a contract between teams and as the source of truth for implementation.
growing#spec-driven#api-first#design-first#openapi#contracts#methodology#ai-coding