Learn Macroscope: Amnesty International to understand your code base, fix errors

Founded by They sold Periscope, starting the direct video Twitter has returned with a new start-not surprise, it is a company that focuses on artificial intelligence this time.

On Wednesday, the former Twitter producer president Kayyon Bakbour She announced launch MacroskopThe artificial intelligence system aims at developers and product leaders that summarize updates to the code base and acquires errors, among other things.

Beykpour participated in the founding of Beykpour, CEO of Macroscope, in July 2023, along with childhood friend Joe BernsteinAlso from Periscope and the start of previous institutions, Swantlyclever, which was sold to Blackboard in 2009. Join the co -founder joined them Rob BishopWhich sold your computer and learning, Magic Pony Technology, To twitter In 2016.

Company He describes its product As a “AI Make IQ” engine designed to save the time of engineers and the type of founding product “I wish we hadWhen building their previous companies.

Today, engineers use a variety of tools to track work, such as Jira, Linear and Taeerphes, and spending a lot of time in meetings instead of building, says beykpour. Macroscope is designed to fix this.

“I feel that I lived this pain … in every company I worked in, whether the startups that we have built ourselves, or whether it is huge public companies like Twitter, we lived this problem in the difficult way,” said Beykpour Techcrunch in an interview.

He said: “Try to get a feeling of what everyone was doing, especially when you have an organization like Twitter with thousands of engineers, most of my job was literally – and part of my favorite job in my job as the head of the product on Twitter.”

To address this and other problem, Macroscope customers first install its GitHub app, which allows the company to access the code. They can then install other complementaries optional, such as the Slack application, the linear application, and the Jira application. The program then performs the rest of the work by analyzing the code and reference to what changes.

This includes a process called Code Walking, which uses an abstract sentence tree (AST) – a structural representation of the programming symbol – to collect an important context on how the customer icon base works. Then this knowledge is used in conjunction with large LLMS models.

Once it is operated and operated, engineers can use Macroscope to discover errors to fix them in PRS (withdrawal requests), summarize PRS, get a summary of how to change the base of the blade, and ask questions based on the code. At the same time, product leaders can use the program to obtain summary in the actual time of product updates, productivity visions, answers to natural language questions about product or development activity, and more. This can help them to determine the difference that determines priority in terms of engineering customization.

“You can ask natural language questions, regardless of your technical ability,” Beykpour notes. “This may be very useful if you are trying to recognize the code base without paying the attention of a great engineer in your team. Very valuable. If you are an executive manager and you want to literally understand,” What did we do this week? “One is much more expensive than the other.”

Although there is no product that offers a direct competitor to everything Macroscope offers, it is competing in the area of ​​code review – where developers change and the test code changes before its implementation – with tools such as Coderabbit, Cursor Bugbot, Graphite Diamond, Grepreile and others. However, the company said when it managed an internal standard for more than 100 insects in the real world, as its product discovered 5 % of errors more than the next tool. It was also born 75 % comments. (He – it Her standard publicly shared a blog post))

The program costs $ 30 per a monthly active developer, starting from five seats, providing the pricing of the institutions and integrated for large companies. The use of a gypsap cloud requires. Before launch, a number of startups and large companies use the product, including XMTP, Things, United Master, Bilt, Class.com, Seed.com, Parkhub, A24 Labs and others.

An young company based in San Francisco includes a 20 -year -old team, supported by $ 30 million in financing A series, which was closed in July and its leaders MIGNANO in Lightspeed. Among the other investors are Adverb, Thrive Capital and Google Ventures. To date, Macroscope has collected a total of $ 40 million.