Epistemic Analysis, Everywhere You Work
From your terminal to Slack, your editor, your browser, GitHub, and your AI agents — CVAI plugs into every place you build and review documents.
8 surfaces, one key
A single API key works everywhere
Up in minutes
Each surface has a full guide
Caps & logging
Spend limits and audit logging everywhere
Why Developers Choose CVAI
Weak specs and unchecked assumptions get expensive downstream. CVAI catches them early, inside the tools you already use.
Score specs, PRDs, and plans across 10 dimensions, with distortion detection and rewrite suggestions — before code ships.
Gate PRs, run audits in CI, and let your agents execute reviews — with a clear pass/fail result every time.
Terminal, editor, browser, Slack, GitHub, AI agents: no context switching, the same analysis engine everywhere.
Every Developer Surface
Pick where to start. Each card leads to a complete get-started guide, with all the setup right on the page.
Audit specs and plans in a single command, right from your terminal.
One key for everything: agent apps, the REST API v1, and the native MCP server.
Audit the spec open in your editor and see findings as inline squiggles.
Gate pull requests on an audit of the specs and plans they touch.
Mention @CVAI in any channel to audit a document, right inside Slack.
Audit any page with one click, or let AI browsers call CVAI tools right on the page.
A bundle of design tokens, assets, and specs to build the mobile app with zero design drift.
Get results via signed webhooks, and embed your reports into any page.
Available Tools
Every tool is accessible across all the surfaces above.
Analyze PRDs, technical specs, and user stories. 10 quality dimensions, issue detection, rewrite suggestions, and gate pass/fail recommendations.
Extract and score epistemic claims from strategy documents. Distortion detection, interactive Circle of Knowledge visualization, and prioritized actions.
Multi-turn chat grounded in your analysis reports. Citations, portfolio context, and built-in safety boundaries.
Billing & Usage
Simple, predictable usage-based billing. No hidden fees.
Pay as you go
Usage is deducted from your USD balance per tool run. Auto top-up available.
API keys per app
Create multiple apps with isolated keys and spend limits.
Configurable limits
Daily, monthly, and per-minute spend limits. Full control.
Ready to Automate Quality Reviews?
Create an account, get your API key, and run your first analysis in minutes.
Developer integrations — frequently asked questions
Where can I use CVAI as a developer?
CVAI plugs into eight developer surfaces with one API key: the command line (CLI), autonomous agents via the REST API and MCP server, the VS Code extension, a GitHub Action for pull requests, a Slack app, the browser (extension and WebMCP), mobile handoff, and automation/embeds via signed webhooks and iframes.
Do I need a different API key for each CVAI integration?
No. A single cvai_ak_ key works across every surface, and the same spend caps, rate limits, and audit logging apply everywhere — whether you call from the CLI, an agent, CI, Slack, or the browser.
What can I analyze with CVAI as a developer?
Every surface reaches the same tools: Spec Review (a 10-dimension product-spec gate), Epistemic Quality Audit (claim-by-claim scoring with a Circle of Knowledge map), and the Conversational Analyst (multi-turn chat grounded in completed reports).