HydrAIDE isn’t just a database. It’s a philosophy. Built to serve real-time, reactive systems where every operation is intentional — and everything else vanishes.
Welcome to the engine behind platforms like Trendizz.com, where billions of records are searched, updated, and streamed in real-time. HydrAIDE 2.0 is the result of 3+ years of battle-tested evolution, powering search engines, dashboards, crawlers, and more.
HydrAIDE brings:
- ⚡ O(1) access to billions of objects
- 🔄 Real-time reactivity with built-in subscriptions
- 🧠 In-memory indexes built only when needed
- 🧹 Zero garbage, no cron jobs, no leftovers
- 🌐 Distributed scaling without orchestrators
"HydrAIDE doesn’t search your data. It knows where it is."
To truly understand HydrAIDE, start with its core philosophy and architecture:
👉 Thinking in HydrAIDE – The Philosophy of Reactive Data
Learn how HydrAIDE redefines structure, access, and system design from the ground up.
| Step | Section | Description |
|---|---|---|
| 1️⃣ | 📍 Naming Convention | Learn how data structure begins with naming – not schemas. |
| 2️⃣ | 🌿 Swamp Pattern | Configure persistence, memory, and lifespan directly from code. |
| 3️⃣ | 💎 Treasures | Understand the smallest, most powerful unit of data. |
| 4️⃣ | 🧩 Indexing | Discover ephemeral, in-memory indexing that feels like magic. |
| 5️⃣ | 🔄 Subscriptions | Build reactive systems natively with HydrAIDE’s event engine. |
| 6️⃣ | 🔐 Locking | Achieve true concurrency without fear. |
| 7️⃣ | 🧹 Clean System | Never think about cleanup again – because HydrAIDE already did. |
| 8️⃣ | 🌐 Distributed Architecture | Scale horizontally without orchestration pain. |
| 9️⃣ | 🚀 Install & Update | Deploy HydrAIDE in minutes, not days. |
You’re building fast. Scaling faster. But your data engine is slowing you down.
HydrAIDE was built for founders and leaders who believe their teams deserve better.
No background daemons. No stale indexes. No technical debt.
Just instant data flow, zero waste, and developer-native architecture that lets your team move at light speed.
🌟 See how HydrAIDE can transform your product velocity and reduce infra costs.
| Feature | What It Means |
|---|---|
| ⚡ Instant Swamp access | O(1) folder-mapped resolution, no indexing required |
| 🧠 On-the-fly indexing | Built in RAM only when needed – disappears after use |
| 🔄 Subscriptions | Real-time streams of change, built into every write/update/delete |
| 🔐 Zero-deadlock locking | Per-Treasure locks and TTL-protected business locks |
| 🧹 Auto-cleanup | Swamps and memory vanish when no longer needed |
| 🌐 Horizontal scaling | Stateless by default, no orchestrator required |
| 💾 SSD-friendly design | Chunked binary storage with delta writes |
| 🧬 Fully typed | Store structs, slices, maps – native to your language |
You never define schemas. You never worry about cleanup. You just build.
HydrAIDE is ideal for:
- 🚀 Startups that need a modern database without infrastructure burden
- 🌐 High-volume web crawlers and analytics platforms (like Trendizz)
- 📊 Live dashboards, reactive pipelines, and streaming interfaces
- 🧪 Research and ML pipelines with ephemeral data flows
- 📱 IoT and edge devices with minimal memory
And especially for developers who:
- Want to own their data logic in code
- Need real-time data flow without middleware
- Hate daemons, cron jobs, and config bloat
HydrAIDE is developer-native. You don’t configure it. You declare intent — and it responds.
Want to see how HydrAIDE compares to the most popular databases and engines?
We’re building a full series of deep comparisons — mindset-first, not config-first.
| 🔍 Comparison | 📄 Status | Link |
|---|---|---|
| HydrAIDE vs MongoDB | ✅ Complete | Read HydrAIDE vs MongoDB Comparison |
| HydrAIDE vs Redis | ✅ Complete | Read HydrAIDE vs Redis Comparison |
| HydrAIDE vs PostgreSQL | 🔜 In progress | coming soon |
| HydrAIDE vs MySQL | 🔜 In progress | coming soon |
| HydrAIDE vs SQLite | 🔜 In progress | coming soon |
| HydrAIDE vs Elasticsearch | 🔜 In progress | coming soon |
| HydrAIDE vs Firebase / Firestore | 🔜 In progress | coming soon |
| HydrAIDE vs DynamoDB | 🔜 In progress | coming soon |
| HydrAIDE vs Cassandra | 🔜 In progress | coming soon |
| HydrAIDE vs InfluxDB | 🔜 In progress | coming soon |
| HydrAIDE vs ClickHouse | 🔜 In progress | coming soon |
| HydrAIDE vs Neo4j | 🔜 In progress | coming soon |
| HydrAIDE vs TimescaleDB | 🔜 In progress | coming soon |
| HydrAIDE vs Apache Kafka | 🔜 In progress | coming soon (stream vs native pub-sub) |
HydrAIDE is container-first. Just use Docker Compose:
services:
hydraide-server:
image: ghcr.io/hydraide/hydraserver:VERSION
ports:
- "4900:4444"
volumes:
- /path/to/data:/hydraide/data
- /path/to/settings:/hydraide/settings
- /path/to/certs:/hydraide/certificate
environment:
- GRPC_SERVER_ERROR_LOGGING=true
stop_grace_period: 10m➡ Full install guide: Install & Update HydrAIDE →
HydrAIDE speaks gRPC, and every SDK is powered by the same .proto definition:
| 💻 SDK | 🧪 Code Name | 🛠️ Status | 📘 Indexing Docs |
|---|---|---|---|
| 🟢 Go | hydraidego |
🔄 Actively in development | Coming soon – Realtime, blazing fast |
| 🟡 Node.js | hydraidejs |
🧪 In planning | Coming soon – Event-friendly queries |
| 🐍 Python | hydraidepy |
🧠 In design | Coming soon – ML-ready sorting |
| 🦀 Rust | hydraiders |
🧠 In design | Coming soon – Zero-cost abstractions |
| ☕ Java | hydraidejv |
🧠 In design | Coming soon – Scalable enterprise use |
| 🎯 C# / .NET | hydraidecs |
🧠 In design | Coming soon – Streamlined for services |
| 🧠 C++ | hydraidecpp |
🧠 In design | Coming soon – High-performance indexing |
| 🌀 Kotlin | hydraidekt |
🧠 In design | Coming soon – Elegant & Android-ready |
| 🍎 Swift | hydraidesw |
🧠 In design | Coming soon – Index-aware mobile apps |
Start by reading the Contributor Introduction – it explains why HydrAIDE exists, what kind of people we’re looking for, and how you can join. Then check out our Contribution Guide – it walks you through the practical steps.
Once you're ready, open your first issue or pull request — we’ll be waiting! 🚀
HydrAIDE is used in production at Trendizz.com. Interested in enterprise licensing, SDK development, or embedding HydrAIDE in your own platform?
📧 Peter Gebri – hello@trendizz.com (Founder of HydrAIDE & Trendizz) 🌐 Website – https://HydrAIDE.io Currently in progress and directly linked to GitHub.
📍 See the full HydrAIDE Roadmap → What we’re building and dreaming next
This repository is released under a custom restrictive license that applies to all its content, including SDKs, documentation, code samples, and knowledge materials. See LICENSE.md for full legal terms.
🧠 HydrAIDE isn’t a tool you use. It’s a system you think with.
Join the movement. Build different.