Overview
When AI agents misunderstand your product, they write code that doesn’t run.
During a POC, if your SaaS doesn’t “just work” with Cursor, Claude Code, etc., and your competitor’s does, it’s game over.
Venka’s Mission
Venka makes your SaaS company understood and operable by AI, so that agents can use the full breadth of your SaaS product.
Target Customer
Our ideal customer is a SaaS company with a public facing API. Developer experience is important to your end-user.
Operability Eval System
- We’re developing an operability eval system. You choose the most important actions your user take. We test whether Cursor, Claude Code, Gemini Code, and OpenAI Codex can complete those actions.
- Regression Testing: Compare how different versions of your docs and product affect operability.
Custom analysis
- Our team currently also offers a free diagnostic of your product’s LLM operability. We measure:
- How well the leading AI agents (Claude Code, Cursor, ChatGPT Codex, Windsurf, Google CLI) perform on easy and difficult tasks that use your API.
- Problems such as non-working code examples in your documentation and code examples using outdated versions of your API.
Roadmap
- Our first product measures and scores your product’s operability by LLMs. You and us need a metric to track progress.
- We’ll measure the impact of:
- improving llms.txt
- Identifying and removing bad documentation
- Adding an MCP server. You would point mcp.yourcompany.com at our server address, and we would handle the rest.
Connect
Venka is lead by Owen Brown, https://www.linkedin.com/in/owentbrown. Email me at owen.brown@venka.dev