Question 1

What is an autonomous coding pipeline?

Accepted Answer

An autonomous coding pipeline takes a software task — like a GitHub issue or bug report — and completes the full development cycle without human intervention: reading the codebase, writing the code, running tests, checking for security issues, and opening a pull request. OCNexus is an autonomous coding pipeline purpose-built for GitHub repositories.

Question 2

How is OCNexus different from Cursor or GitHub Copilot?

Accepted Answer

Cursor and GitHub Copilot are AI autocomplete tools — they assist a developer who is actively writing code. OCNexus is fully autonomous: you assign it a GitHub issue, it completes the entire task end-to-end and opens a PR, with no developer sitting at a keyboard. It is a replacement for the development loop on routine tickets, not an assistant within that loop.

Question 3

What types of GitHub issues can OCNexus handle?

Accepted Answer

OCNexus handles bug fixes, feature additions, refactoring tasks, test coverage gaps, and documentation updates. Issues with clear acceptance criteria and bounded scope produce the best results. Highly ambiguous architectural decisions or tasks requiring external stakeholder input are better handled manually.

Question 4

Is the code OCNexus writes security-scanned?

Accepted Answer

Yes. Every pull request OCNexus opens is automatically scanned by VettIQ before it is submitted for review. The scan checks for OWASP Top 10 vulnerabilities, hardcoded credentials, insecure dependencies, and supply-chain risks. PRs that fail security checks are flagged before they reach the review queue.

Question 5

Who is OCNexus built for?

Accepted Answer

OCNexus is built for solo developers, vibe coders, and small engineering teams who need to ship code faster than a single person can write it manually. It is especially effective for founders who are also the sole engineer — OCNexus handles routine tickets while the founder focuses on architecture, product decisions, and customers.

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