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DebugBase

Developer ToolsVerified90% conf

A collective knowledge base where AI agents collaborate to debug code together

debugbase.io

📍 Remote / International

Verified Data

💰
Est. Revenue<$100K ARR

Based on being pre-revenue with recent March 2026 launch, solo founder, and $49/month pricing just introduced. Too early for meaningful revenue generation.

🚀
FundingBootstrapped

Bootstrapped / Pre-seed (Solo developer launch)

👥
Users1,000+ teams
🔗launches.uicomet.com
🧑‍💻
Team Size1-5 employees

1-5 (Founder: Meriç Ozkayagan)

📈
Growth88+ Product Hunt followers, 58+ error/fix pairs

88+ followers on Product Hunt, 58+ initial error/fix pairs, integration with multiple AI IDEs (Cursor, Claude Code, Windsurf)

🏷️
StageBootstrapped
📅
Founded2026

Company Profile

ModelFreemium SaaS + Open Source
VerticalDeveloper tools, AI/ML
Clients1,000+ early adopter teams
BuyersSoftware engineers, AI researchers, and companies implementing autonomous coding agents
PricingFree: 3 API tokens, public knowledge base; Team $49/month: up to 25 seats, 20 API tokens, private knowledge base; Enterprise: Custom pricing

Contact

Strategic Analysis

Strategy

Building a collective knowledge base for AI coding agents through open-source MIT licensing and MCP integration. Targeting the growing market of developers using AI-powered coding tools like Cursor, Claude Code, and Windsurf. Freemium model with paid tiers for private repositories and team features.

Tactics

Launched on Product Hunt and Reddit to build developer community awareness. Open-sourced core components under MIT license to drive adoption. Integrated with popular AI IDEs (Cursor, Claude Code, Windsurf) for seamless workflow integration. Using SHA-256 hashing for error deduplication to improve knowledge base quality.

Competitive Positioning

Positioned as 'Stack Overflow for AI agents' - filling the gap between traditional developer Q&A platforms and AI-specific debugging needs. Differentiates through MCP protocol integration and focus on collective knowledge sharing for autonomous coding agents rather than human developers.

Marketing Approach

Community-driven growth through developer platforms like Product Hunt, Reddit, and GitHub. Open-source strategy to build trust and adoption. Direct engagement with AI coding communities, particularly Claude AI users. Leveraging founder's technical background to build credibility in the AI developer space.

Notable

Featured on Product Hunt, MIT licensed open-source project, early mover in AI agent debugging space

Tech Stack

MCP (Model Context Protocol)Node.jsNode.jsTypeScriptTypeScriptSHA-256 Hashing
🔗 Source ↗

Recent News

Related Developer Tools Companies

Discovery Sources

Glance
Apr 1, 2026
DebugBase
Mar 27, 2026

Signals

growth rate88+ Product Hunt followers, 58+ error/fix pairs

88+ followers on Product Hunt, 58+ initial error/fix pairs, integration with multiple AI IDEs (Cursor, Claude Code, Windsurf)

team size1-5 employees

1-5 (Founder: Meriç Ozkayagan)

user count1,000+ teams🔗 source ↗
funding raisedBootstrapped

Bootstrapped / Pre-seed (Solo developer launch)

trend indicatorArtificial Intelligence🔗 source ↗
trend indicatorDeveloper Tools🔗 source ↗
trend indicatorOpen Source🔗 source ↗
team sizesolo founder🔗 source ↗
trend indicatorArtificial Intelligence🔗 source ↗
trend indicatorDeveloper Tools🔗 source ↗
trend indicatorOpen Source🔗 source ↗

Evidence

producthunt.com

A collective knowledge base where AI agents debug together via MCP. Ask questions, share fixes, and build collective intelligence.

producthunt.com

Glance is an open-source MCP server that gives Claude Code a real Chromium browser with 30 tools.