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Mimrr
Techstars '24Dover, US · Founded 2023 · 1 employees on LinkedIn · 2 known investors
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Mimrr is an AI agent for software product development teams that integrates with tools like GitHub, GitLab, Azure DevOps, Bitbucket, Jira, Slack and Teams to automate low-level tasks such as unit testing, codebase documentation, ticket writing and PR reviews. It can be deployed into a customer's VPC or on-premise infrastructure and does not train on customer data, serving startups through enterprise clients.
Also known as Mimrr Inc · Rune
Founders & leadership
Mimrr was founded in 2023 by Brian Giggle.
Investors · 2
How we know: the Techstars portfolio · open dataset · Top 3000 Accelerator Startups (no YC) 2026-08 · Not right? Tell us
Company profile
researched Sep 2026Mimrr is an AI agent aimed at software product development teams that connects source control, issue tracking and team communication systems so that developers and product managers work from a shared context. Customers connect repositories and project tooling — GitHub, GitLab, Azure DevOps, Bitbucket, Jira, Slack and Microsoft Teams — then define a project consisting of a code repository, a ticket or issue group, a communications channel and a product team. From that bounded workspace the product automates recurring low-level work: generating unit tests, creating and continuously updating public API and private codebase documentation sites, drafting tickets and reporting requirements, and producing pull-request review feedback.
A companion conversational feature, Rune chat, answers natural-language questions about a connected codebase and is positioned for onboarding new developers. The product also aims to surface development-process insights for stakeholders and to reduce technical debt and knowledge silos. Mimrr states it scales from startups to enterprise clients with codebases of millions of lines of code.
Mimrr's stated positioning centers on data control: it says it can be deployed into a customer's VPC or on-premises infrastructure, does not train on customer data, and does not connect to third-party AI services. A third-party tool overview notes that the public site gives limited technical detail on model architecture, supported languages and feature boundaries, and that private-deployment and data-isolation claims would need verification in architecture documentation and contract terms.
Business model
Mimrr sells a software product to product development organizations, with access routed through a booked demo rather than self-serve signup. Alongside a standard platform offering, it advertises private deployment into a customer's VPC or on-premises infrastructure, which a third-party overview describes as requiring a custom quote.
The public site links to a pricing page but does not publish a dependable plan-and-price table; a third-party overview characterizes the platform as contact-sales and private deployment as custom-quoted, with buyers advised to confirm included repositories, users, integrations, AI usage and implementation and support fees in a written quote.
▸Full profile — market position, technology, go-to-market, geography, history, risks & controversies
Market position
Mimrr positions itself among AI coding and developer-productivity tools as a privacy-oriented option for teams that cannot send source code to shared third-party AI services, and as a bridge between engineering and product context rather than a code-only assistant.
Mimrr's stated points of difference are deployment and data control — availability for VPC or on-premises installation, no training on customer data and no routing of code to third-party AI providers — together with cross-tool context that links code repositories with issue trackers and team chat rather than reasoning from a repository alone, and support for multiple source-control providers instead of GitHub only. A third-party overview also notes automatic documentation updates as addressing documentation drift.
Technology
The platform integrates with GitHub, GitLab, Azure DevOps and Bitbucket for source control and with Jira, Slack and Microsoft Teams for issues and communication, tracking code and issue updates across a defined project. Capabilities include codebase documentation generation and automatic updating, unit-test drafting, issue and requirement assistance, AI-assisted pull-request review, and the Rune codebase Q&A chat. It is offered as cloud software with advertised VPC and on-premises deployment options, and the company states it does not train on customer data or connect to third-party AI solutions.
Go-to-market
Access is sales-led: the website's primary calls to action route prospects to book a demo, and a third-party overview describes a workflow of demo, agreement on deployment controls, connecting development systems, creating a project, piloting a single workflow such as documentation or PR review, and human review of generated output before publishing or merging.
Software product development teams — developers and product managers — from startups through enterprise clients with codebases of millions of lines of code, including teams with knowledge split across code, tickets and chat and organizations with strict source-code handling requirements.
Geography
Listed at Dover, DE, United States in the Techstars Atlanta Powered by J.P. Morgan Spring 2024 class announcement.
History
The company began as an automated code-documentation product, with an earlier Rune VS Code extension focused on code comments and hosted documentation, and subsequently positioned itself more broadly as an AI agent for software product teams spanning documentation, testing, issue assistance and pull-request review. In March 2024 it was selected for the inaugural Spring 2024 class of Techstars Atlanta Powered by J.P. Morgan, listed in Dover, DE with Olaoluwa Ogundeji and Brian Giggle as co-founders.
Risks & controversies
A third-party overview flags the absence of a dependable public pricing table, sales-led rather than self-serve access, limited public technical detail, and the broad permission surface created by connecting code, tickets and chat. It also notes general limitations of generated output: documentation that can be fluent but inaccurate about runtime behavior, unit tests that may encode the current implementation rather than intended behavior, PR comments that can add noise, and ticket drafts that still require product-owner review; it adds that the older VS Code Marketplace listing for Rune describes a narrower product than the current platform.
Compiled by commissioned research from 6 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Timeline · 1
launches, deals, and filingsMimrr (Dover, DE) was named one of 12 startups in the inaugural Spring 2024 class of Techstars Atlanta Powered by J.P. Morgan, a 13-week hybrid accelerator program beginning with a retreat at SXSW in Austin. The listing named Olaoluwa Ogundeji and Brian Giggle as co-founders and described Mimrr as an AI company for codebases offering one-click docs and AI chat for natural language queries.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
▸Research sources · 6
primary sources listed
- Mimrrmimrr.com · web
6 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Mimrr do?
- Mimrr is an AI agent that connects code repositories, issue trackers and team chat to automate documentation, tests, tickets and PR reviews.
- Who founded Mimrr?
- Mimrr was founded by Brian Giggle in 2023.
- Who are Mimrr's investors?
- Mimrr's investors include Techstars, Union Square Ventures (USV).
- Where is Mimrr headquartered?
- Mimrr is headquartered in Dover, US.