II.
StackProfile JSON
Structured · livestack-profile:forum-discussion-board
Forum / Discussion Board (Next.js, PostgreSQL, Redis, Elasticsearch, TypeScript) json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "stack-profile:forum-discussion-board",
"_kind": "StackProfile",
"_file": "domain/stack-profiles/deep-stacks-6.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Forum / Discussion Board (Next.js, PostgreSQL, Redis, Elasticsearch, TypeScript)",
"description": "A modern community forum platform with threaded discussions, user\nreputation systems, and rich content embedding. Next.js renders\nforum pages with server-side rendering for search engine indexing of\ndiscussion content, combined with client-side interactivity for\nreal-time reply previews and inline editing. PostgreSQL stores threads,\nposts, user profiles, and reputation scores with recursive CTEs for\nefficient thread tree queries. Elasticsearch powers the forum search\nwith stemming, typo tolerance, and tag-based filtering. Redis caches\nhot threads, user session data, and rate limits to prevent spam.\nTailwind CSS provides a responsive, accessible design system. The\ntradeoff is moderating content at scale and preventing spam without\ndegrading the contributor experience.\n",
"composes": [
"framework:nextjs",
"tool:psql",
"library:ioredis",
"tool:elasticsearch",
"language:typescript",
"library:prisma",
"library:tailwindcss",
"library:zod"
]
},
"outgoingEdges": [
{
"from": "stack-profile:forum-discussion-board",
"to": "framework:nextjs",
"kind": "composed_of"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "tool:psql",
"kind": "composed_of"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "library:ioredis",
"kind": "composed_of"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "tool:elasticsearch",
"kind": "composed_of"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "language:typescript",
"kind": "composed_of"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "library:prisma",
"kind": "composed_of"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "library:tailwindcss",
"kind": "composed_of"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "library:zod",
"kind": "composed_of"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "role:fullstack-engineer",
"kind": "used_by_role"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "role:frontend-engineer",
"kind": "used_by_role"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "workflow:forum-community-management",
"kind": "follows_workflow"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "workflow:community-guidelines-development",
"kind": "follows_workflow"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "domain:community",
"kind": "applies_to"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "domain:web-development",
"kind": "applies_to"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "skill-area:server-side-rendering",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "skill-area:search-infrastructure",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "skill-area:caching-strategies",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "skill-area:backend-data-persistence",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:forum-discussion-board",
"to": "skill-area:frontend-development",
"kind": "requires_skill_area"
}
],
"incomingEdges": []
}