I build tools that help humans and AI understand the same software system.
Website · Chistiq · Workspai · Workspace Intelligence · LinkedIn · X
Open-source tools that help people and AI understand the same software.
Software is more than files. It has projects, dependencies, APIs, deployment settings, documentation, rules, tests, and release checks. I am building Workspai so developers, CI, IDEs, and AI agents can work from the same current view of that system. This work is developed in the open at Chistiq, the intelligence infrastructure company behind RapidKit and Workspai.
flowchart TB
INPUTS["Software system inputs<br/>Projects · Policies · Contracts · Changes · Runtime"]
INTELLIGENCE["Workspace Intelligence<br/>Model · Graph · Context · Impact · Verify · Explain"]
OUTPUTS["Saved outputs<br/>Reports · AGENTS.md · Skills · Current status · Release checks"]
CONSUMERS["Developers · CI · IDEs · AI agents · MCP clients"]
INPUTS --> INTELLIGENCE --> OUTPUTS --> CONSUMERS
CONSUMERS -. outcomes and fresh evidence .-> INPUTS
classDef core fill:#0f172a,color:#f8fafc,stroke:#38bdf8,stroke-width:2px;
class INTELLIGENCE core;
| Project | Role | Start |
|---|---|---|
| Workspai CLI | Connect projects, map systems, check changes, and prepare shared context | Source · npx workspai --help |
| Workspai for VS Code | View workspace status, reports, repairs, and AI workflows in VS Code | Source · Marketplace |
| RapidKit Core | Create Python projects and add reusable modules, setup, and health checks | Source · PyPI |
| Workspai.dev | The public knowledge portal for Workspace Intelligence | Start learning |
Keep an existing project in place and give people and tools the same view of it:
cd /absolute/path/to/project
npx workspai adopt .The CLI creates or reuses the minimal default workspace and prints the exact next shell step. Without the VS Code extension, continue from that workspace terminal:
cd ~/.workspai/workspaces/workspai
npx workspai workspace intelligence run --for-agent generic --strict --jsonUse generic for vendor-neutral context, or choose codex, claude,
cursor, or orca. The same chain also syncs shared grounding for GitHub
Copilot, VS Code, and AGENTS.md consumers.
One command maps the project and its connections, checks what changes may
affect, runs health and release checks, and prepares focused AI context under
.workspai/. If the workspace is not ready, the result explains why and points
to the files or reports behind the answer.
Or explore the source: chistiq/workspai.
- Evidence before confidence.
- Architecture before feature count.
- Existing software should not need a rewrite to become understandable.
- Agent instructions should be generated, scoped, inspectable, and fresh.
- Open source earns trust through working contracts, tests, and honest boundaries.
TypeScript · Python · React · Next.js · FastAPI · NestJS · Go · PostgreSQL · Docker · GitHub Actions
Open to thoughtful collaboration on developer tools, software architecture, and AI-ready engineering systems.