Glossary¶
Terms as the speakers used them, taken from the transcripts. Spellings of Pali/Sinhala terms follow the transcript and may be misheard.
| Term | Meaning as used | First discussed | Topics |
|---|---|---|---|
| [doctrine term] | The seventh book of the Abhidhamma Pitaka dealing with conditional relations (pratyaya), targeted for visual modeling. | 23 Feb 2026 | Memory and context, Models, fine-tuning and LLM backends |
| A to A | Agent-to-Agent protocol mentioned by Speaker 1 for inter-agent communication and task delegation. | 11 Aug 2025 | Harness, agents and self-improvement |
| A to A communication | Agent-to-Agent framework communication using inter-model protocols. | 13 Oct 2025 | Harness, agents and self-improvement, Models, fine-tuning and LLM backends |
| A to A protocol | Agent-to-agent protocol referring to autonomous communication and handoff between AI agents in a software pipeline. | 4 Aug 2025 | Harness, agents and self-improvement |
| A to A protocols (A2A) | Agent-to-Agent communication protocols enabling autonomous agents to coordinate and call each other's skills. | 15 Dec 2025 | Harness, agents and self-improvement, Skills, MCPs and integrations |
| about this track | The metadata/description container shown on a track detail view. | 22 Sep 2025 | |
| AI agent flows | Workflows where multi-agent systems perform automated sequential tasks with shared context and memory modules. | 28 Jul 2025 | Memory and context, Harness, agents and self-improvement |
| AIware | AI-native software architecture where users do not interact through fixed traditional software UI, but rather dynamic, context-aware AI agents creating custom outputs and interfaces on the fly. | 1 Sep 2025 | Memory and context, Harness, agents and self-improvement |
| akarawatha saddha | Reason-based, verified confidence and faith in Buddhist philosophy. | 12 Jan 2026 | Dhamma concepts in the system design |
| amulika saddha | Rootless or blind faith based purely on rituals and reverence. | 12 Jan 2026 | |
| Antigravity | An AI development tool or IDE platform used by the developer on a trial basis. | 12 Jan 2026 | Skills, MCPs and integrations |
| cessation | The principle of cessation or releasing stale context data within the memory module to keep the AI model focused and free from context drift. | 5 Oct 2026 | Memory and context, Models, fine-tuning and LLM backends |
| Cessation (නිරෝධ) | A Buddhist Dhamma concept referring to cessation, applied here to context decay and resource cleanup in AI models. | 6 Jul 2026 | Memory and context, Models, fine-tuning and LLM backends |
| cessation factor | An automatic decay mechanism in the memory layer that removes stale data to minimize alignment drift. | 12 Oct 2026 | Memory and context |
| Cessation memory MCP | Model Context Protocol implementation designed to manage model-neutral memory and handle context release. | 5 Oct 2026 | Memory and context, Skills, MCPs and integrations |
| chais 52 | The 52 Cetasikas (mental factors/concomitants) analyzed in Theravada Abhidhamma. | 15 Dec 2025 | Dhamma concepts in the system design |
| Citta Vithi | Cognitive series or thought processes in Abhidhamma, discussed as a key concept to visualize in graph format. | 23 Feb 2026 | Interfaces, voice and devices, Dhamma concepts in the system design |
| Claude design in the CLI | Integrating Claude dynamic design capabilities with CLI execution bridges. | 6 Jul 2026 | Skills, MCPs and integrations, Models, fine-tuning and LLM backends |
| Cmax | A terminal management tool running on macOS that exposes multi-terminal workspace management via MCP. | 12 Oct 2026 | Skills, MCPs and integrations, Interfaces, voice and devices |
| cmux | A terminal application/multiplexer on macOS used with MCP APIs to drive background Claude CLI sessions and agent swarms. | 5 Oct 2026 | Memory and context, Harness, agents and self-improvement |
| Config harness | A secure framework within the CLI that stores API keys and manages connection parameters. | 6 Jul 2026 | Harness, agents and self-improvement, Skills, MCPs and integrations |
| Context Engineering | The discipline of managing context windows, specifications, and state injection for AI coding agents. | 4 Aug 2025 | Memory and context, Harness, agents and self-improvement |
| Cron Job | Automated background tasks scheduled to run periodically (e.g., checking email inputs every 10 minutes). | 9 Feb 2026 | Product, website, market and business, Education and applicability |
| Cursor | An AI code editor mentioned regarding monthly plan usage and daily limits. | 12 Jan 2026 | |
| Dynamic UI | User interfaces synthesized in real time via generative AI based on individual interaction history and preference tokens. | 11 Aug 2025 | Interfaces, voice and devices |
| Edge Model | A lightweight local AI model executed directly on client hardware without requiring cloud connectivity. | 6 Jul 2026 | Models, fine-tuning and LLM backends, Interfaces, voice and devices |
| flex | Spoken reference to Flux, an AI image model used via Hugging Face API for poster background generation. | 5 Oct 2026 | Skills, MCPs and integrations, Models, fine-tuning and LLM backends |
| harness | The front-end operational framework and interface layer (CLI, desktop, web, or hardware connection) that bridges users or physical devices to the AI core. | 5 Oct 2026 | Harness, agents and self-improvement, Interfaces, voice and devices |
| Inner Realm | An artistic and musical project created by Speaker 1 that blends Dhamma teachings with various musical styles as an outreach bridge. | 28 Jul 2025 | Dhamma concepts in the system design, Education and applicability |
| isolated memory strip | A persistent, session-neutral memory structure dedicated to an individual user or agent swarm. | 12 Oct 2026 | Memory and context, Harness, agents and self-improvement |
| Kuti | Small secluded monastic lodging/hut built for Buddhist monks or lay practitioners to practice meditation. | 1 Sep 2025 | Dhamma concepts in the system design |
| Machine World | The umbrella AI-native system designed to provide dynamic, generative user interfaces connecting Dhamma wisdom and multimedia experiences. | 11 Aug 2025 | Interfaces, voice and devices, Dhamma concepts in the system design |
| Machine World Harness | The declarative system runtime and agent management framework that configures, connects, and coordinates long-running AI agents. | 28 Sep 2026 | Harness, agents and self-improvement |
| Marga Sakaccha | A Dhamma study platform/community where practitioners explore Buddhist philosophy and ask deep questions. | 28 Jul 2025 | Dhamma concepts in the system design |
| MCP | Model Context Protocol, an open standard connecting AI models to external tools and data sources. | 13 Oct 2025 | Memory and context, Skills, MCPs and integrations |
| MCP කන්ටේනර්ස් | Model Context Protocol containers used in Docker to encapsulate tools, file systems, and API tokens for AI agents. | 2 Feb 2026 | Memory and context, Harness, agents and self-improvement |
| MCPP / MCP | Model Context Protocol, referenced as the interface connecting AI agents to tools, workflows, and external data sources. | 23 Feb 2026 | Memory and context, Harness, agents and self-improvement |
| MCT | Mishearing of MCP (Model Context Protocol), used for giving AI agents external tools. | 28 Jul 2025 | Memory and context, Harness, agents and self-improvement |
| Memory as a Service | A persistent, queryable context and state storage layer exposed via MCP/SSE endpoints that eliminates repetitive LLM prompting. | 28 Sep 2026 | Memory and context, Harness, agents and self-improvement |
| mind blends | The combination of multiple conceptual storylines blended to express a song's deeper significance. | 2 Mar 2026 | |
| Multi-dimension loop | A multi-layered architecture where agent execution steps, self-learning injection, and separate outer evaluations operate in iterative cycles. | 6 Jul 2026 | Harness, agents and self-improvement, Education and applicability |
| n8n (misheard as 'n ට') | Workflow automation platform referred to for orchestrating node-based agent flows. | 11 Aug 2025 | Harness, agents and self-improvement |
| open route | Refers to OpenRouter, an LLM routing API service. | 2 Feb 2026 | Skills, MCPs and integrations, Models, fine-tuning and LLM backends |
| Opus | Claude 3 / 3.5 Opus LLM used for complex coding tasks. | 12 Jan 2026 | Models, fine-tuning and LLM backends |
| Regenerative Memory | A memory slot in the prompt architecture that stores iterative corrections to prevent recurring errors across generations. | 15 Dec 2025 | Memory and context |
| RSI | Recursive Self-Improvement cycle; an iterative loop that trains, tests, and refines an agent before reconnecting it to the system. | 28 Sep 2026 | Harness, agents and self-improvement |
| RSI loop | Recursive Self-Improvement loop used by the platform engine to iteratively test, break, and refine AI agent prompts and configurations. | 12 Oct 2026 | Harness, agents and self-improvement |
| Skill | A packaged, repeatable automated agent capability with defined multidimensional inputs, outputs, and tool integrations (via MCP). | 15 Dec 2025 | Harness, agents and self-improvement, Skills, MCPs and integrations |
| STDD / TDD | Test-Driven Development / Step Test-Driven Development methodology advocated to prevent feature breakage. | 12 Jan 2026 | |
| Stems | Isolated audio tracks of individual instruments (such as drums, bass, or guitars) split from a master track using AI tools to drive frequency-based visual effects. | 1 Sep 2025 | Skills, MCPs and integrations, Interfaces, voice and devices |
| tmux | An open-source terminal multiplexer mentioned as an alternative to cmux for managing multi-session terminal environments. | 5 Oct 2026 | Memory and context, Models, fine-tuning and LLM backends |
| V0 (V zero) | Vercel's generative UI tool used by the developers to build the frontend application. | 4 Aug 2025 | Skills, MCPs and integrations, Interfaces, voice and devices |
| Vector DB | Vector Database used to persist user chat logs and context memory across automated agent sessions. | 9 Feb 2026 | Memory and context, Harness, agents and self-improvement |
| Vibe coding | Informal term referring to rapid AI-generated prototyping without structured underlying software architecture. | 19 Jan 2026 | Skills, MCPs and integrations |
| Vipaka | Karmic resultant mental states or effects arising from past actions, analyzed for dynamic visualization. | 23 Feb 2026 | Interfaces, voice and devices |
| Walk for Peace | A viral movement of Buddhist monks walking across the US, creating social media traction on TikTok and Facebook. | 12 Jan 2026 | Dhamma concepts in the system design |
| White coding | A conversational term used by the speakers to describe agentic predictive code generation loops driven by natural language prompts and task lists without strict deterministic underlying code control. | 1 Sep 2025 | Harness, agents and self-improvement |
| YAML / JSON Schema | Structured configuration formats used to define input parameters, prompts, colors, and scene structures for automated reel generation. | 9 Feb 2026 | |
| ඇන්ටිග්රැවිටි (Antigravity) | Google Antigravity, an AI-assisted development IDE and agent management platform evaluated as an alternative to Cursor. | 29 Dec 2025 | Harness, agents and self-improvement |
| ඉනර වැල් (Inner Realm) | Phonetic Sinhala rendering of 'Inner Realm', the music contemplation project. | 4 Aug 2025 | Interfaces, voice and devices |
| ඉනර් රෙල්ම් (Inner Realm) | Project involving music tracks embedded with Dhamma meanings and AI-driven deep listening experiences. | 8 Dec 2025 | Dhamma concepts in the system design |
| ඉනර්ම (Inner Realm) | Phonetic mishearing/abbreviation in transcript for Inner Realm, the music/audio-visual sibling project. | 2 Mar 2026 | Interfaces, voice and devices |
| කමාන්ඩ්ස් (Commands) | Procedural instructions or structured workflow sequences provided to an agent. | 2 Mar 2026 | Harness, agents and self-improvement, Education and applicability |
| කර්සර් (Cursor) | The AI code editor tool previously used by the development team. | 29 Dec 2025 | Skills, MCPs and integrations |
| ක්ලීන් එකේ AI (Kling AI) | Refers to Kling AI (specifically version 3.1), a generative video AI model. | 2 Feb 2026 | Harness, agents and self-improvement, Models, fine-tuning and LLM backends |
| ක්ලෝඩ් බොක්ස් (Claude Box / Claudebox) | Refers to Claude Bot / Clawdbot agent implementations that run autonomously in an isolated environment. | 2 Feb 2026 | Harness, agents and self-improvement, Models, fine-tuning and LLM backends |
| කුප්පියක් (Kuppiya) | Sri Lankan student slang for an informal peer-tutoring or mentoring session. | 8 Dec 2025 | Memory and context, Education and applicability |
| කෝ එක (Core) | The core repository or base framework of the Machine World system exposed to the user. | 2 Mar 2026 | Infrastructure, hosting and tooling |
| චිත්ත චෛතසික (Citta-Cetasika) | Buddhist psychological terms referring to consciousness (citta) and mental factors/concomitants (cetasika). | 8 Dec 2025 | Dhamma concepts in the system design |
| චිත්ත තයිස් (Citta-Cetasika) | Refers to mind states (Citta) and mental factors (Cetasika) in Buddhist Abhidhamma theory. | 13 Oct 2025 | Dhamma concepts in the system design |
| චිත්ත සෛතික / චෛතසික (Citta-Cetasika) | Consciousness and associated mental factors in Buddhist Abhidhamma, represented as nodes and networks in the web application. | 29 Dec 2025 | Dhamma concepts in the system design |
| ජී බෝඩ් (Gboard) | Google keyboard mobile application used for Sinhala voice dictation to transcribe Abhidhamma texts. | 29 Dec 2025 | Interfaces, voice and devices, Dhamma concepts in the system design |
| ටියුට් (Tuit / Tute) | Printed tutorial worksheets or practice question booklets commonly used in Sri Lankan private tuition classes. | 21 Sep 2026 | |
| ටෝකන් ශෙයා (Token share) | A revenue-sharing mechanism rewarding skill creators with usage tokens within the Machine World ecosystem. | 2 Mar 2026 | Skills, MCPs and integrations, Product, website, market and business |
| ඩිකේ ෆන්ෂන් (Decay Function) | An algorithmic mechanism within Cessation memory MCP controlling what information fades and what persists in model memory over time. | 28 Sep 2026 | Memory and context, Harness, agents and self-improvement |
| ධම්ම උපකාරක (Dhamma Upakaraka) | A feature or helper module in the application that the team decided to temporarily disable and hide. | 29 Dec 2025 | Dhamma concepts in the system design |
| නික්කාන්ති තණ්හා (Nikkanti Tanha) | Subtle attachment or longing toward the aggregates (Khandhas) and mental states. | 13 Oct 2025 | |
| නිරෝධ (Cessation) MCP | Model Context Protocol server implemented by Speaker 1 providing calibrated, fine-tuned Memory as a Service (MaaS) with memory decay. | 28 Sep 2026 | Memory and context, Skills, MCPs and integrations |
| නිරෝධ එම්සීපී (Cessation memory MCP) | A Model Context Protocol server based on [doctrine term] philosophy that prunes intermediate reasoning context once an action or decision is settled. | 21 Sep 2026 | Memory and context, Skills, MCPs and integrations |
| නේටිව් AI සිස්ටම් (Native AI system) | A software architecture built with AI as its primary backbone and operational engine rather than an add-on. | 2 Mar 2026 | |
| පට්ටානය ([doctrine term]) | The seventh book of the Abhidhamma Pitaka dealing with 24 conditional relations (Paccaya), planned as a future causal relationship feature in the app. | 29 Dec 2025 | Memory and context, Dhamma concepts in the system design |
| පට්ටානේ ([doctrine term]) | The [doctrine term] treatise of the Theravada Abhidhamma, referenced for a subsequent Dhamma discussion. | 4 Aug 2025 | Dhamma concepts in the system design |
| පට්ඨානය ([doctrine term]) | The seventh book of the Abhidhamma Pitaka describing causal conditioning (paccaya), used here as a formal framework for cause-and-effect state machines and context pruning. | 21 Sep 2026 | Memory and context, Dhamma concepts in the system design |
| පටිච්ච සමුප්පාදය / පට්ඨානය (Paticca Samuppada / [doctrine term]) | Doctrines of dependent origination and conditional relations in Theravada Abhidhamma, used to design interactive causal graphs. | 8 Dec 2025 | Memory and context, Dhamma concepts in the system design |
| බුදුන්ගේ අමා ධර්මය (Budunge Ama Dharmaya) | A Buddhist devotional song remixed and generated using an updated AI model. | 22 Sep 2025 | Models, fine-tuning and LLM backends, Dhamma concepts in the system design |
| මාරක සාකච්ඡා (Marga Sakaccha) | Dhamma discussion sessions focused on the path to liberation. | 4 Aug 2025 | Memory and context, Dhamma concepts in the system design |
| මැසේජ් බෝඩ් / ලෙජර් (Message Board / Ledger) | A shared public log where agents in a swarm post discoveries, enabling peer learning across the agentic network. | 28 Sep 2026 | Harness, agents and self-improvement, Education and applicability |
| රූපය සහ නාමය (Rupa and Nama) | Dhamma-derived terms applied to media synthesis: rupa refers to the tangible visual/formal presentation, nama to the conceptual theme, storyboard, or meaning. | 2 Mar 2026 | Interfaces, voice and devices, Dhamma concepts in the system design |
| ලෙජන්ඩ් (legend) / නෙට් (net) | A semantic graph or visual connection mapping music track variations based on their shared meaning. | 22 Sep 2025 | Interfaces, voice and devices |
| වෙCට / වෙCට් DB | Phonetic mishearing of Vector Database, used for indexing semantic embeddings and long-term memory. | 2 Feb 2026 | Memory and context, Models, fine-tuning and LLM backends |
| ස්කල්ස් (Skills) | Reusable conceptual, logic, or operational capabilities trained into AI agents, independent of low-level tools. | 2 Mar 2026 | Harness, agents and self-improvement, Skills, MCPs and integrations |
| සිංහල කැප්ෂන් ඩොට් කොම් | sinhalacaption.com, a third-party web tool for generating Sinhalese video captions. | 2 Feb 2026 | Skills, MCPs and integrations, Interfaces, voice and devices |
| සිත් අසූ නවය (89 Citta) | The 89 types of consciousness categorized in Buddhist Abhidhamma philosophy. | 15 Dec 2025 | Dhamma concepts in the system design |
| සිත්තාකාර (Cittakara) | Project name/concept visualizing cittas (states of consciousness) and cetasikas (mental factors). | 8 Dec 2025 | Interfaces, voice and devices, Dhamma concepts in the system design |
| හයිබ්රිඩ් ඒජන්ට් (Hybrid Agent) | An agent architecture combining an on-device/local model with a physical skeleton or actuator to execute real-world tasks. | 21 Sep 2026 | Harness, agents and self-improvement, Models, fine-tuning and LLM backends |
| හානස් (Harness) | The foundational runtime execution framework in Machine World that hosts, schedules, and binds micro-agents and pipelines. | 21 Sep 2026 | Harness, agents and self-improvement, Infrastructure, hosting and tooling |
| හුක් එකක් (Hook) | An automated trigger or execution condition specifying when an agent or skill should run. | 2 Mar 2026 | Memory and context, Harness, agents and self-improvement |