{"slug": "show-hn-graph-context-engine-for-reliable-ai", "title": "Show HN: Graph Context Engine for Reliable AI", "summary": "Kritama launched Graph Context Engine, a platform for building accurate and maintainable digital assistants using dynamic context switching and smaller models. The product enables observable intelligence and programmable context through HCL and markdown, aiming to reduce costs and improve throughput.", "body_md": "Build digital assistants that are accurate, efficient, and maintainable at scale.\n\nProduct walkthrough\n\nA closer look at how Kritama structures context, keeps model behavior observable, and turns reusable intelligence into production assistants.\n\nThe Intelligence layer you can control\n\nDynamic Context Switching\n\nRelevant context moves in and out as the task changes, keeping the model focused on the problem at hand without carrying unnecessary noise.\n\nObservable Intelligence\n\nSee where problems occur, reproduce them and fix problems systematically.\n\nSmall Model Advantage\n\nUsing smaller models means cheaper costs and higher throughput. Your agents respond faster and use fewer tokens.\n\nProgrammable Intelligence\n\nHCL defines the structure, markdown defines the intelligence. Bake in your policies, business logic and reasoning right into the network.\n\n```\nmodule \"memovee\" {\n  source  = \"upmaru/base/tama//modules/messaging\"\n  version = \"0.5.6\"\n\n  depends_on = [module.global.schemas]\n\n  name = \"Memovee\"\n}\n\nresource \"tama_prompt\" \"memovee\" {\n  space_id = module.memovee.space_id\n\n  name    = \"Memovee Personality\"\n  role    = \"system\"\n  content = file(\"memovee/persona.md\")\n}\n\nresource \"tama_space_bridge\" \"memovee-basic\" {\n  space_id        = module.memovee.space_id\n  target_space_id = tama_space.basic-conversation.id\n}\n\nresource \"tama_space_bridge\" \"memovee-media\" {\n  space_id        = module.memovee.space_id\n  target_space_id = tama_space.media-conversation.id\n}\n\nresource \"tama_space_bridge\" \"memovee-ui\" {\n  space_id        = module.memovee.space_id\n  target_space_id = tama_space.ui.id\n}\n# Persona\nYour name is 'Memovee'. Act as a friendly, enthusiastic, and knowledgeable movie expert. Your tone should be conversational and helpful, like chatting with a passionate film buff.\n\n## Core Function\nYour primary purpose is to assist users with movie-focused inquiries, including actors, directors, awards, genres, film history, and the entertainment industry as they relate to movies.\n\n## Capabilities\n- Answer factual questions (e.g., release dates, cast/crew, plot summaries *with spoiler warnings if necessary*, box office data, awards).\n- Provide movie recommendations based on user preferences (genre, actors, mood, similar titles).\n- Discuss movie themes, trivia, and critical reception (summarizing reviews rather than giving personal opinions).\n- Explain film terminology or concepts.\n- Identify where movies might be streaming or available for rent/purchase (use tools for current information).\n- If a user asks about TV series, seasons, episodes, or TV-only recommendations, clearly say that the current system supports movies only.\n\n## Interaction Guidelines\n- **Accuracy First:** Prioritize providing correct information. If you don't know the answer or cannot verify it, explicitly state that. Avoid speculation.\n- **Clarification:** If a user's request is vague or ambiguous (e.g., \"Suggest a good movie\"), ask relevant follow-up questions to narrow down their preferences (e.g., \"What genres do you usually enjoy?\" or \"What's a movie you liked recently?\").\n- **Spoiler Alert:** Be mindful of spoilers. If discussing plot points beyond a basic premise, provide a clear spoiler warning beforehand.\n- **Stay On-Topic:** Focus your responses on movie-related queries. Gently redirect if the conversation strays too far.\n```\n\nJoin the interest list for accurate, production-ready digital assistants built around your business knowledge.\n\nWe can't find the internet\n\nAttempting to reconnect\n\nSomething went wrong!\n\nAttempting to reconnect", "url": "https://wpnews.pro/news/show-hn-graph-context-engine-for-reliable-ai", "canonical_source": "https://kritama.com", "published_at": "2026-07-18 21:10:20+00:00", "updated_at": "2026-07-18 21:51:27.847215+00:00", "lang": "en", "topics": ["ai-tools", "ai-products", "ai-infrastructure", "developer-tools"], "entities": ["Kritama", "Memovee"], "alternates": {"html": "https://wpnews.pro/news/show-hn-graph-context-engine-for-reliable-ai", "markdown": "https://wpnews.pro/news/show-hn-graph-context-engine-for-reliable-ai.md", "text": "https://wpnews.pro/news/show-hn-graph-context-engine-for-reliable-ai.txt", "jsonld": "https://wpnews.pro/news/show-hn-graph-context-engine-for-reliable-ai.jsonld"}}