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About
Brokk is an AI-native code assistant built to handle large, complex codebases by giving language models compiler-grade understanding of code structure, semantics, and dependencies. It enables context management by selectively loading summaries, diffs, or full files into a workspace so that the AI sees just the relevant portions of a million-line codebase rather than everything. Brokk supports actions such as Quick Context, which suggests files to include based on embeddings and structural relevance; Deep Scan, which uses more powerful models to recommend which files to edit or summarize further; and Agentic Search, allowing multi-step exploration of symbols, call graphs, or usages across the project. The architecture is grounded in static analysis via Joern (offering type inference beyond simple ASTs) and uses JLama for fast embedding inference to guide context changes. Brokk is offered as a standalone Java application (not an IDE plugin) to let users supervise AI workflows clearly.
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About
Supermodel is a developer-focused platform that provides graph-powered tools and APIs to help AI agents and engineers better understand complex codebases, improving the quality and accuracy of AI-generated outputs. At its core is the CodeGraph API, which builds structured representations of software systems, such as dependency graphs, call graphs, and architectural maps, allowing both humans and AI models to navigate and reason about large codebases more effectively. It enables deep codebase analysis by extracting relationships between files, functions, and modules, giving instant visibility into how systems are structured and how components interact. It supports use cases like generating architecture documentation, browsing repository structure, and visualizing dependencies, helping developers quickly understand unfamiliar projects or large-scale systems.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Software engineering teams seeking a tool to harness AI assistants effectively without sacrificing correctness or context awareness
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Audience
AI-assisted developers and engineering teams wanting to improve the accuracy and reliability of AI-generated code
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
$20 per month
Free Version
Free Trial
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Pricing
$19 per month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationBrokk
United States
brokk.ai/
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Company InformationSupermodel
United States
supermodeltools.com
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Alternatives |
AlternativesNo Alternatives
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Categories |
Categories |
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Integrations
GitHub
C#
C++
Claude Opus 4.7
Claude Sonnet 4.6
GPT-5 mini
GPT-5 nano
GPT-5.4
GPT-5.4 nano
GPT‑5.4 Thinking
|
Integrations
GitHub
C#
C++
Claude Opus 4.7
Claude Sonnet 4.6
GPT-5 mini
GPT-5 nano
GPT-5.4
GPT-5.4 nano
GPT‑5.4 Thinking
|
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