Qodo, a startup focused on code review and software quality, has developed a Codex plugin that injects organizational context into AI-assisted development workflows. The company says the plugin gives Codex access to codebase knowledge, engineering rules and an independent review layer from Qodo’s Agentic Toolbox.
Context for cross-repository issues
Qodo co-founder and CEO Itamar Friedman describes customer environments that can span 10,000 or more repositories, where a local change may break downstream services. According to Friedman, the Codex plugin helps account for dependencies across repositories — including those on different Git providers or connected via Kafka — so Codex “can look at the software as a whole and not miss those P0 bugs.”
Automated review integrated with human judgment
Before Codex writes code, the plugin can retrieve relevant coding rules, pull request history and contribution patterns. After Codex makes changes, Qodo’s review runs and returns findings directly to Codex in the same session, prior to opening a pull request. Nnenna Ndukwe, Qodo’s AI Developer Relations Lead, says developers are using this workflow to automate the handoff between Codex’s code generation and Qodo’s independent review, especially with GPT‑6 Astra models.
Friedman frames coding and review agents as complementary roles: one produces code, the other challenges it. He describes a future workflow in which multiple agents discuss findings and “surface only what they don’t accept” for human review, allowing developers to inspect outstanding issues alongside agent context and prior decisions.
Rule selection and customers’ software factories
Qodo is exploring OpenAI’s Decisions API to select which checks to run. Friedman gives an example where the Decisions API could pick which of 200 rules need checking before a language model reasons through the relevant ones, a step he says could make selection faster and less costly. Internally, Ndukwe reports using GPT‑6 Astra’s Extra High and Ultra effort settings for automated development tasks, weekly reporting and research.
Qodo describes the combined system of coding agents, independent review and human expertise as the basis for a software factory customers can assemble and own. The company’s Codex plugin is available in the Codex marketplace and returns review findings to Codex in the same session before a pull request is opened.
Original source: OpenAI News