OpenAI Software / SaaS North America

Cognition

Application Refactoring · IT Operations Automation

Cognition is the company behind Devin, an autonomous software engineer used by businesses around the world, from big banks to tech-native startups. As Cognition’s engineering teams write more code, reviewing that work has become a challenge.

Cognition is applying GPT‑6 Astra across its product lineup. "We’ve been using it to make improvements across our product, including the core cloud agent that is Devin, but also our CLI and desktop...

Reported impact

Business outcome

Cognition is applying GPT‑6 Astra across its product lineup. "We’ve been using it to make improvements across our product, including the core cloud agent that is Devin, but also our CLI and desktop products," says Yan.

  • Productivity Improvement
  • Speed to Market

Solution

Cognition is the company behind Devin, an autonomous software engineer used by businesses around the world, from big banks to tech-native startups. As Cognition’s engineering teams write more code, reviewing that work has become a challenge. Cognition sees GPT‑6 Astra’s ability to test its work and show the results as a way to make code review more efficient. Cognition is applying GPT‑6 Astra across its product lineup. "We’ve been using it to make improvements across our product, including the core cloud agent that is Devin, but also our CLI and desktop products," says Yan. In one example, Devin uses Astra to test Otter Run , an iPhone game, and returns a recording of the game running in a simulator, alongside a report identifying checks that passed and areas left untested.

Data flow

Cognition is the company behind Devin, an autonomous software engineer used by businesses around the world, from big banks to tech-native startups. As Cognition’s engineering teams write more code, reviewing that work has become a challenge.

Solution architecture

1 components · 1 layer
  1. Compute
    • GPT-6 Astra Handles complex multi-step reasoning and execution inside the workflow.

Architecture clues

  • Cognition is applying GPT‑6 Astra across its product lineup.
  • Cognition is the company behind Devin, an autonomous software engineer used by businesses around the world, from big banks to tech-native startups.
  • Handles complex multi-step reasoning and execution inside the workflow.
  • In one example, Devin uses Astra to test Otter Run , an iPhone game, and returns a recording of the game running in a simulator, alongside a report identifying checks that passed...

Evidence from the source

"We’ve been using it to make improvements across our product, including the core cloud agent that is Devin, but also our CLI and desktop products,"
Cognition is applying GPT‑6 Astra across its product lineup.
Cognition is the company behind Devin, an autonomous software engineer used by businesses around the world, from big banks to tech-native startups.
In one example, Devin uses Astra to test Otter Run , an iPhone game, and returns a recording of the game running in a simulator, alongside a report identifying checks that passed...
Transparency Evidence & methodology 75/100 reference value · 89% confidence · 1 source

Review how this reference was scored and trace each normalized claim back to its documented source.

01

Scoring methodology

How scores are calculated

Customer Reference Value measures usefulness as a customer reference. Evidence Confidence measures the quality and traceability of available evidence, not independent verification.

Customer reference value75/100
  • Problem clarity20/20
    Measures whether the customer's operational problem is specific enough to compare.
  • Implementation depth20/25
    Rewards named components, data flow, integrations, and architecture detail.
  • Outcome specificity20/20
    Measures whether the reported benefit is concrete rather than a generic claim.
  • Quantified impact15/25
    1 metric describe measurable impact.
  • Deployment scale0/10
    Rewards evidence of a live or scaled deployment and meaningful integration scope.
Evidence confidence89%
  • Source authority20/25
    The main evidence is an official vendor-published customer story.
  • Claim traceability21/25
    10 of 12 key fields link to a named source.
  • Direct evidence20/20
    4 direct source quotes retained.
  • Date provenance10/10
    The publication date comes from the source page or publisher.
  • Source transparency8/10
    1 source reference document publisher, URL, authority, retrieval, and supported fields.
  • Implementation specificity10/10
    Rewards source-backed components, data flow, quantified impact, and a specific outcome.
02

Traceability

Sources & provenance

Field coverage shows which facts each source supports. Dates are shown only when documented by the source.

  1. OpenAI

    Cognition customer story

    First-party
    https://openai.com/index/cognition-devin-testing-with-astra/
    Source type
    Vendor-published customer story
    Published
    Sep 23, 2026
    Supports
    • Customer
    • Business problem
    • Solution
    • Products
    • Solution components
    • Data flow
    • Integrations
    • technical area
    • use case category
    • Business outcome
    • outcome category
    • Metrics
    • Architecture
    • evidence quotes
    • Publication date

Date evidence

  • Published on source page Sep 23, 2026 · OpenAI · First-party
    Open date source
Not separately sourced Industry, Region, Company size. Treat these normalized attributes as lower-confidence until a dedicated source is added.