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Join Us in Building the AI Development Tools of Tomorrow

We're solving real problems that we've lived through ourselves—and turning them into products developers actually want to use.

🚀 The Opportunity

Here's the thing: AI coding assistants are powerful, but they're still blind to half of what developers need. They can't debug embedded hardware. They can't safely access credentials. We're changing that.

After months of wrestling with these problems in our own consulting work, we built solutions. Then we realized—every embedded developer using AI has this problem. Every dev team using AI assistants struggles with credential chaos. So we're building commercial products, and the market is responding.

Why This Works

  • We're Early to a Big Wave: MCP ecosystem is nascent—we're shipping the first commercial embedded debugger while others are still planning
  • We Actually Ship: 10 alpha releases in 27 days. Multi-platform binaries. GDPR compliant. We execute fast.
  • Validation Is Coming In: Swedish government investor advanced us to final stage (only 7% make it). First alpha partner confirmed. The market wants this.
  • Two Revenue Engines: B2B SaaS (embedded debugger) + per-developer pricing (credential manager)—different markets, both massive
  • Team Scales: We onboarded 3 developers who shipped production code in under a month. That's 6-12x faster than industry standard. This works.
  • Born from Real Pain: These aren't invented problems. We built what we desperately needed in consulting engagements.

📊 Current Status (January 2026)

🎯 Public Beta Launch: January 15, 2026 (8 Days Away)

Major Milestone: ProbeCodex enters public beta on January 15, 2026. First revenue target: January 31, 2026 (1-5 paying customers). Q1 target: 50+ beta users, 5-10 paying customers, $200-500 MRR.

2
Products in Beta
167
Days Since Team Onboarding
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Alpha Releases Shipped
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Active Contributors

Want deeper technical metrics? Access our full due diligence dashboard with code velocity, bug tracking, and detailed analytics.

View Full Due Diligence Dashboard →

Requires investor account

🔧 Product #1: ProbeCodex (MCP AI Embedded Debugger)

The Problem We're Solving: Picture this—you're debugging an IoT device, and your AI assistant is completely useless because it can't see what's happening on the hardware. Every embedded developer hits this wall. We did too.

Our Solution: We built the first MCP server that connects Claude Code and Cursor directly to ARM debuggers. Now AI can inspect memory, read registers, analyze RTOS threads—everything you'd do manually, but faster.

Where We Are (v0.1.18-alpha, Beta Launch Jan 15):

  • ✅ Shipping on Linux, macOS, and Windows (100% cross-platform)
  • ✅ CI/CD pipeline humming along (self-hosted, deploys directly to website downloads)
  • ✅ Stripe + Keygen licensing integration live and ready to sell
  • ✅ Legal framework done (GDPR, B2B contracts, the works)
  • Professional Platform Deployed: Full telemetry portal, AI-powered support, milestone detection, blog curation (20 RSS feeds), automated testing with ProbeCodex Agent
  • ✅ Alpha validation complete (Jan 1-7) - Zero critical bugs found
  • 🎯 Public Beta: January 15, 2026 - First revenue by Jan 31 (€29-€99/month tiers)

🚀 Why We're Confident in This Launch

  • Professional Infrastructure Built First: Portal with telemetry, AI bug classification, commit analysis, support chat - everything a production SaaS needs
  • Automated Testing: ProbeCodex Agent runs comprehensive test suites - no manual regression testing bottleneck
  • AI-Powered Support: Portal AI tools answer code questions automatically - reduces manual support burden 10x
  • Comprehensive Documentation: Full docs on probecodex.com + interactive portal guides
  • Investor Transparency: Milestone detection system auto-tracks growth (downloads, revenue, users) - no manual claims

The Market: 6M+ embedded developers worldwide. 500K already using AI assistants. We're targeting the 50K early adopters in robotics, IoT, automotive who need this now.

🔐 Product #2: Task Vault MCP

The Problem We're Solving: "Hey AI, deploy the staging server." But wait—you can't give your AI assistant your AWS credentials. So you copy-paste them in Slack, store them in docs, or waste hours hunting them down. Every dev team has this nightmare. It's insecure, it's chaotic, and we lived it.

Our Solution: Credentials that unlock based on what you're working on. Assigned to deploy? You get deploy access. Task done? Access revokes automatically. AI never sees raw credentials—just executes authorized intents. It's task-based authorization that actually makes sense.

Where We Are (v0.1.1-alpha):

  • ✅ Backend fully deployed at tasks.droidtech.ai
  • ✅ MCP client with 17 tools ready to go
  • ✅ First alpha partner signed (Alfo AI—founded by ex-Scale AI team)
  • 🚧 Connecting the pieces now—backend + client integration happening
  • 🎯 Next: We eat our own dogfood, then public beta

The Market: 27M developers globally, 5M+ already using AI assistants. If we capture 1,000 companies with 20 devs each at €40/dev/month? That's €9.6M ARR. And we're just getting started.

💰 Company Valuation & Investment Terms

Current Valuation (January 2026)

Pre-First Customer (Now)

$1M - $3M
  • ✅ Production infrastructure operational
  • ✅ Professional platform deployed
  • ✅ Zero critical bugs in alpha
  • ✅ Beta launch in 8 days (Jan 15)
  • ⏳ No revenue yet (pre-beta)

Post-First Customer (Jan 31+)

$3M - $5M
  • ✅ All pre-first customer achievements
  • 🎯 First 1-5 paying customers
  • 🎯 Revenue validated ($29-495 MRR)
  • 🎯 Proven trial → paid conversion
  • 🎯 Customer testimonials & case studies

Why the step-up? First revenue de-risks the business model significantly. Once we prove customers will pay, the company is worth more. We're targeting first revenue by Jan 31, 2026.

Round Structure (Flexible)

  • Raising: €500K - €1M
  • Valuation Range: $1M-$5M (depends on timing - pre or post first customer)
  • Instrument: Convertible note or SAFE (standard for pre-seed/seed)
  • Use of funds: Engineering (50-60%), Sales & Marketing (20-30%), Infrastructure (15-20%)

Investor advantage: Invest now (pre-first customer, lower valuation) and benefit as we hit revenue milestones in Q1 2026. Early investors get better terms.

Note: Valuations update based on milestones achieved. We're transparent about where we are and where we're going. Our milestone detection system automatically tracks progress (no manual claims).

🆕 WORLD FIRST: INVESTOR MCP SERVER

🤖 Investor MCP: Let Your AI Audit Us 24/7

We're so confident in our metrics, we built an MCP server so your AI can access real-time company data, financials, and due diligence information. No other startup is this transparent.

What Is the Investor MCP?

An MCP (Model Context Protocol) server that gives investors AI-powered access to real-time company metrics, financial data, and due diligence information. Your AI assistant (Claude, ChatGPT, Cursor, etc.) can query our data 24/7 using natural language.

Example: "Check ProbeCodex's MRR growth this month" → Your AI calls investor.metrics_growth('month') → Instant answer: "MRR up 20%, from $400 to $480, on track for Q1 target of $500."

🎯 Four Access Tiers

1. Public Tier

Anyone Interested

For anyone exploring ProbeCodex as an investment opportunity.

  • ✅ Real-time product metrics (limited fields)
  • ✅ Published milestones only
  • ✅ Public blog posts & updates
  • ✅ Document catalog (no downloads)
  • ✅ Q&A system (submit questions)

2. Accredited Investor Tier

Verified Investors

For verified accredited investors conducting due diligence.

  • ✅ All Public Tier features
  • ✅ Full product metrics (all fields)
  • ✅ Historical trends & growth rates
  • ✅ High-level revenue breakdown
  • ✅ Fundraising status & timeline
  • ✅ Meeting scheduling
  • ✅ Investor update emails

3. Active Investor Tier

Committed/Invested

For investors who have committed capital or invested in ProbeCodex.

  • ✅ All Accredited Tier features
  • ✅ Detailed revenue & customer analytics
  • ✅ Burn rate & runway analysis
  • ✅ Product sprint progress
  • ✅ Actual vs targets comparison
  • ✅ Legal status & cap table (own position)
  • ✅ Risk register & mitigation
  • ✅ All Q&A history (all investors)

4. Board Member Tier

Board Seats

For investors with board seats - full governance access.

  • ✅ All Active Investor Tier features
  • ✅ Full cap table (all shareholders)
  • ✅ Detailed financial projections
  • ✅ Board meeting materials
  • ✅ Strategic planning documents
  • ✅ Priority support & direct access

🧪 Beta Testers Wanted!

We're looking for 5-10 investors to beta test the Investor MCP (starting with Public Tier access). Help us shape the world's first investor MCP server. Early testers get lifetime priority access.

Apply for Beta Accessor email: lee@probecodex.com

Requirements: AI assistant (Claude Code, ChatGPT, Cursor, etc.) · Interest in investing in AI dev tools

💡 Why This Matters

For Investors:

24/7 access to company data without waiting for monthly updates. Your AI can audit metrics anytime.

For ProbeCodex:

Radical transparency builds trust. Less time answering repetitive questions. Faster investor decision-making.

Industry First:

No other startup offers this level of AI-powered investor access. We're setting a new standard.

🤝 Let's Talk

We're launching public beta January 15, 2026 (8 days away) and targeting first revenue by January 31. Raising €500K-€1M to scale from beta to paying customers. Looking for investors who get developer tools, understand B2B SaaS, and want to move fast. If that's you, let's have a conversation.

Email: lee@probecodex.com

Founder: Lee Sandberg

Location: Sweden

Company: Droidtech 42 AI Labs AB

Stage: Pre-seed / Seed

© 2026 Droidtech 42 AI Labs AB, Org.nr 559534-0745, Stockholm. All rights reserved.