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An app that runs your local and cloud LLM agents in one UI with shared memory - currently needs cloud API keys and lacks tool use. Would you pay? What price or model?
A founder prototyped an AI-run company: you set a KPI (e.g., +10% weekly traffic for twitee.co) and an AI CEO and managers plan, report, and requested budget after a k3s Mac mini outage.
Install Traceforce's agent + browser extension on a small set of devices to map AI apps and their MCP endpoints, see devices in ~30 minutes, and run mcp-xray.
Lessons from two years at PostHog: validate agent demand by exposing a narrow, authenticated MCP server (34% of AI-created dashboards used it) before building a full agent.
Self-hostable LaunchStack (PDR AI) centralizes PRDs, onboarding, marketing and legal docs into a searchable, citeable workspace with role-based reviews and page-level retrieval.
Isaacus offers Kanon 2 Embedder and Reranker for legal retrieval, Kanon 2 Enricher to turn long documents into knowledge graphs, plus semchunk—vendor claims worth piloting.