Give your organization
a permanent memory.
Solveaux is the dedicated organizational intelligence engine for modern engineering teams. Capture what was decided, why it happened, and what came next — across people, projects, and autonomous AI agents.
Engineering decisions are made in fleeting meetings, ephemeral Slack threads, and closed pull requests. Months later, when systems scale or engineers transition, nobody recalls why specific trade-offs were chosen, resulting in repeated debates, architectural drift, and accidental regressions.
A centralized intelligence hub uniting Architectural Decision Records (ADRs), interactive dependency graphs, Git-native .slvx blocks, and direct Model Context Protocol (MCP) support for AI coding assistants.
Inside Every Project: The 8 Dedicated Intelligence Tabs
Each project workspace equips engineering teams with a unified operational suite to capture, validate, and execute architecture.
In Progress
Active sprint execution linked directly to architecture.
Manage tasks with priorities (Urgent, High, Medium, Low) across standard workflow states (Todo, In Progress, In Review, Done). Every sprint item can link directly to corresponding ADRs, ensuring developers build code that honors established system constraints.
Research
Benchmark investigations & hypothesis evaluations.
Document technical spikes, library bake-offs, latency benchmarks, and architectural investigations before committing code. Structured notes capture problem statements, hypotheses, candidate options, and empirical findings.
Decisions (ADRs)
The immutable source of truth for architectural choices.
Permanent Architectural Decision Records (ADRs) capturing context, status (Proposed, Accepted, Superseded, Rejected), deciders, accepted trade-offs, and explicitly recorded rejected options. Eliminates circular team debates and organizational amnesia.
Validation
Empirical verification against architectural drift.
Continuous validation tests active production performance against past architectural assumptions. Formulate clear hypotheses, define target metrics (e.g. sub-50ms latency), and log empirical outcomes before releasing critical services.
Feedback Hub
Customer & internal feedback converted into action.
A dedicated repository for user testing feedback, customer observations, and internal developer notes. Extract key quotes and convert actionable feedback directly into sprint tasks or ADR proposals with one click.
Brain Map
Interactive visual node network of your entire system.
An interactive 2D/3D visual knowledge graph dynamically compiling tasks, research notes, ADRs, validation experiments, and services into an interconnected graph. Reveals dependencies and provides instant blast-radius impact analysis.
Team & RBAC
Granular permissions & contributor accountability.
Manage project contributors with granular Admin, Author, and Viewer permissions. View author attribution on every decision record, assign tasks to engineers, and preserve complete audit trails of who made what architectural choice.
Settings & MCP
Model Context Protocol keys & Git-native .slvx sync.
Configure project metadata, generate API keys for Model Context Protocol (MCP) clients (Cursor, Claude Desktop, Windsurf), and manage bi-directional synchronization with Git-native .slvx block files in your code repository.
Organizational Intelligence Architecture
A comprehensive suite engineered to capture, connect, and operationalize engineering memory.
Architectural Decision Records (ADRs)
Permanent, structured decision records capturing rationale, context, deciders, accepted trade-offs, and explicitly rejected alternatives. Prevent teams from re-debating settled architectural choices.
Brain Map & Interactive Knowledge Graph
An interactive visual node network connecting multi-project workspaces, microservices, ADRs, technical research, and team ownership into an interconnected system graph.
AI Agent Memory via MCP Protocol
Model Context Protocol (MCP) server bringing your organization’s active architectural constraints directly into Cursor, Claude Desktop, and Windsurf.
Git-Native .slvx Specification
Human-readable, block-based Markdown format stored directly in your Git repository under .slvx/. Machine-parseable with zero cloud token consumption and seamless pull-request reviews.
Multi-Project Organization Workspaces
Consolidate every client application, backend service, microservice, or SDK under a unified organization umbrella with isolated project workspaces and shared intelligence.
Continuous Validation & Drift Prevention
Architectural choices that work at early stages break under scale. Solveaux enables continuous validation cycles that test production reality against historical assumptions.
How Decisions Flow Through Your Organization
From the initial technical spike to automated verification and AI context injection, every step is linked.
Context: Multiple projects and team members require strict data isolation without error-prone manual application filters.
Decision: Enforce database-level PostgreSQL Row-Level Security (RLS) linked to organization membership tokens.
Consequences: Zero risk of cross-tenant data leaks; query plans automatically scoped by database engine.
// AI query before modifying database query
> get_file_context("src/lib/supabase.ts")
✓ AI generates compliant code without violating company architectural standards.
The 4-Stage Organizational Intelligence Cycle
A repeatable discipline ensuring institutional memory compounds with every sprint.
Technical Spikes & Research
Validate hypotheses before committing code.
Conduct exploratory benchmarks, profile candidate frameworks, and document technical trade-offs with structured metrics. Ensure engineering choices are backed by data rather than intuition.
Codify the Decision (ADRs)
Lock in rationale and document rejected options.
Formulate Architectural Decision Records with explicit deciders, status, and trade-offs. Document discarded alternatives so the team never repeats circular debates over past considerations.
Align AI Agents & Codebase
Feed architectural memory into daily workflows.
Export decisions to Git-native .slvx blocks and expose them to Cursor, Claude, and Windsurf via the Solveaux MCP server. AI agents generate code that adheres to your established patterns.
Continuous Validation & Knowledge Graph
Keep institutional knowledge fresh and connected.
Visualize all decisions on the interactive Brain Map. Continuously test production systems against past architectural assumptions to catch architectural drift before it creates technical debt.
Enterprise Privacy, Tenant Isolation & Data Sovereignty
Your architectural decisions, proprietary code paths, and benchmarks are strictly confidential.
PostgreSQL Row-Level Security ensures that organization records can never leak across tenant boundaries.
Granular Admin, Author, and Viewer permissions regulate who can approve ADRs, export tokens, or invite team members.
Workspaces are private by default. Search crawlers and unauthenticated viewers cannot view your architectural intelligence.
Our Guiding Principles
The philosophical commitments that drive Solveaux’s engineering and product choices.
Knowledge Belongs to the Organization
When key engineers leave or teams reorganize, architectural reasoning, trade-offs, and critical context must remain intact. Solveaux makes technical intelligence institutional, permanent, and accessible.
Structure Over Ephemeral Noise
Unstructured Slack channels and pull-request comments generate noise, not knowledge. Structured decision records and linked dependency graphs retain their utility for years to come.
AI Must Respect Architectural Intent
Generating code at 10x speed without architectural context creates unmanageable technical debt. Solveaux equips autonomous AI coding agents with the exact rules and historical ADRs of your organization.
Living Graph Instead of Stale Docs
Static documentation graveyards gather dust and become obsolete. Connected knowledge graphs dynamically reflect projects, tasks, research, and validation health as your architecture evolves.
Stop losing what your engineering team knows.
Create an organization workspace, invite your team, connect your codebase via Git or MCP, and start building a permanent architectural memory today.