Perplexity Building Teammate, an Internal Tool to Rival Claude Code and Cursor

Since May 2026, Perplexity has been testing an internal coding tool codenamed Teammate that is meant to handle the entire software lifecycle, from a project's first outline through deployment, rather than simply suggesting the next line of code in an editor. The information was revealed by The Next Web, citing an unnamed source familiar with the project.

Teammate is designed to track coding projects over a longer time horizon than a typical coding assistant, including hunting for bugs in internal systems and monitoring live services. That sets it apart from tools focused mainly on real-time code suggestion and autocompletion.

A model-agnostic architecture

The key difference from competitors is said to be a model-agnostic architecture, meaning it isn't locked into a single language model provider. Cursor and Claude Code rely heavily on models built by their own creators, while Teammate is reportedly able to swap between different AI engines interchangeably, which according to the report makes the tool more flexible and reduces dependence on any single provider.

That choice fits Perplexity's existing strategy, which from the start built its AI search engine as a layer aggregating results from multiple models rather than training and promoting only its own foundation model.

Yarats pushes to end manual review

Perplexity CTO Denis Yarats reportedly instructed the engineering team to gradually move away from manual code review in favor of AI-driven workflows by the end of the year. In internal communications, he insisted this would not come at the cost of code quality.

Slop is not going to be a thing - Denis Yarats, co-founder and CTO of Perplexity

The announcement means code generated by Teammate is meant to pass through automated quality checks instead of a classic review by a second engineer, a more radical approach than most competitors, who still keep a human verification step.

A growing battle for developers

Perplexity's entry into the developer tools market coincides with a similar move, Perplexity Computer, a cloud-based digital worker that carries out multi-step tasks directly in the browser, previously presented as the company's answer to Claude Code's dominance. Early demonstrations of that tool included a working Bloomberg-style financial terminal and an app tracking more than 1,500 satellites in real time.

The coding assistant market is growing at a pace that is drawing in more major players from outside the traditional developer tools segment. AI search engines, cloud platforms, and companies that until now specialized in conversational chat are all building competing coding products, hoping to capture a share of corporate spending on engineering automation.

What it means for Polish teams

For Polish software companies, the growing number of competing tools means more choice and potentially lower subscription prices in the coming months, as vendors competing for market share will need to differentiate on pricing and features. Teammate's model-agnostic approach, if it reaches the market, could also reduce the risk of a team becoming locked into a single model provider and its pricing policy.

For now, Teammate remains an internal tool with no confirmed public launch date, and Perplexity has not officially confirmed any details of the project. The speed at which information about the tool leaked to the press, just two months after internal testing began, suggests the company may opt to reveal its plans faster than is typical for a product at such an early stage.

Sources: Perplexity is quietly building an AI coding tool to rival Cursor and Claude Code (thenextweb.com), Perplexity takes on Claude Code and Anthropic reveals how its own teams use it internally (departmentofproduct.substack.com)