Stop letting architectural knowledge decay in static wikis. SimSoDoc leverages Claude Opus 5.5 for deep system simulation, Claude Sonnet 5.5 for multi-repo AST code synthesis, and Claude Fable 5.1 for real-time schema generation.
Conceptual architecture sandbox demonstrating our upcoming Claude Sonnet 5.5 and MCP server pipeline. Select a scenario below to explore simulated AST execution flows.
Last simulated 2 minutes ago against branch main
Leveraging Claude Sonnet 5.5, Claude Opus 5.5, and Claude Fable 5.1 for unmatched multi-agent code reasoning.
Ingest entire microservice clusters, shared libraries, and database schemas at once. Claude’s massive context eliminates cross-repository blind spots.
Query your architecture live from Claude Desktop, Cursor, or Claude Code CLI. SimSoDoc exposes a dedicated MCP Server to feed verified system graphs into any agent.
Connects directly to GitHub and GitLab CI/CD. When a pull request touches an API contract or database entity, SimSoDoc flags drift and drafts verified doc diffs.
From code commit to queryable living architecture in seconds.
Pulls updated commit branch, AST structures, and dependency lockfiles.
Planned caching of reusable codebase context to reduce repeated input costs and latency; results will be measured during development.
Opus 5.5 simulates system architecture; Sonnet 5.5 & Fable 5.1 verify API contracts.
Publishes living architecture diagrams & docs to developer IDEs and portals.
Dedicated to eliminating tribal knowledge and architectural decay in software organizations.
Systems architect and developer infrastructure engineer with over 2 years of R&D in Abstract Syntax Tree (AST) code intelligence. Founded in 2024 as a Pre-seed developer platform, SimSoDoc is now integrating Anthropic’s Claude Sonnet 5.5 and Model Context Protocol (MCP) to turn complex microservices into verified, queryable system simulations.
Planned tiers for our upcoming developer platform. Paid subscriptions are not yet available. Pricing and features may change before launch.
For solo developers and open-source projects.
Planned features
For fast-shipping product engineering teams.
Planned features
For engineering teams requiring dedicated VPC deployments.
Planned features
Contact links open your email app. Review and send your message to discuss the planned tiers.
Our planned multi-agent architecture assigns Claude Opus 5.5 to multi-repository architectural reasoning, Claude Sonnet 5.5 to analysis of extracted AST context, contracts, and diffs, and Claude Fable 5.1 to schema and documentation generation. The sandbox illustrates this upcoming workflow; model routing and performance will be evaluated during development.
SimSoDoc processes code exclusively via Anthropic’s commercial API endpoints governed by Anthropic’s commercial terms of service. Your proprietary codebase is subject to zero data retention and is never used to train frontier foundation models.
MCP is an open standard for connecting AI applications to external data sources and tools. We plan to build a SimSoDoc MCP server so compatible clients, such as Claude Desktop, Cursor, and internal tools, can query system architecture and dependency graphs. This integration is part of the upcoming pipeline shown in the sandbox.
We plan to cache reusable repository context, such as schemas and extracted AST information, to reduce repeated input costs and latency. Actual savings will depend on cache reuse and workload; we will measure cost and latency during development rather than promise a fixed percentage.
Ready to eliminate stale wikis? Join our Pre-seed developer beta and let Claude Sonnet 5.5, Claude Opus 5.5, and MCP simulate your architecture.
Opens your email app. Review the message and press Send to contact us.
Prefer webmail? Write to contact@simsodoc.com.
Clicking this link does not register you automatically. Early access is discussed directly with the founder.
Pre-seed early access · Direct founder onboarding at contact@simsodoc.com
