Bruto

A task board that lives in your repo, for you and your AI

Vibe codingDeveloper ToolsGitHubTask Management

▲ 74 votes8 commentsLaunched Sep 30, 2026

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A brutalist task board for coding with AI. Notes live in your repo: copy the context with one key, or let an agent work the board over MCP and answer in each note. Standing rules, cross-project links and a map of your pages, APIs and tables. Free, open source.

AI Analysis

📝 Summary

Bruto is a brutalist, open-source task board that lives inside your Git repository, tailored for developers using AI for coding. Core features include in-repo notes for easy context copying with one keystroke, AI agents that work the board via MCP to update notes, standing rules, cross-project links, and a map of pages, APIs, and tables. It solves pain points like context loss between tools, disorganized AI interactions, and disconnection between task management and codebase. Value proposition: seamless repo-native workflow boosting productivity in AI-augmented 'vibe coding', completely free.

📈 Market Timing

With AI coding agents and tools maturing rapidly in 2025-2026, surging demand for integrated dev workflows, and emphasis on open-source productivity tools amid efficiency-focused economics, this aligns perfectly with industry trends. Excellent Timing.

✅ Feasibility

High. Low technical barriers using Git/Markdown and standard AI protocols (MCP); minimal dev/ops costs as OSS project; no major supply chain or compliance issues; good scalability in GitHub ecosystem. Supported by simplicity of repo-based design, though AI reliability could vary.

🎯 Target Market

Main segments: Software developers, AI engineers, indie hackers using AI coding tools (e.g. Cursor/Claude); industries: tech/software dev; geographic: global (heavy in US/Europe). TAM for AI dev tools ~$10B (2026), SAM for integrated task mgmt ~$1B, SOM ~$100M. Pain points: context fragmentation and repo-tool disconnect. Moderate willingness to pay (via sponsorships/premium for free OSS).

⚔️ Competition

Medium. Direct competitors: 1. Linear (linear.app), 2. GitHub Projects (github.com/features/projects), 3. Plane (plane.so), 4. Notion AI (notion.so), 5. Aider (aider.chat). Advantages: unique in-repo persistence, native AI agent MCP integration, free OSS with simplicity. Disadvantages: less polished UI, fewer enterprise features, requires workflow adoption vs more general tools.

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