23 active experiments — domain AI, spatial computing, native games, robotics, fintech, social impact, privacy tech, voice capture, autonomous orchestration, and product factories that scale.
GAME DEV + EDUCATION
Godot 4.x Game Engine
2D/3D browser + native games for iPhone, Android, macOS, Vision Pro. Custom Godot-Rust build with 5 dp-godot-* crates. Web + native on all platforms from one engine. Station Zero (sci-fi base builder) and Himalayan Dawn (atmospheric explorer).
macOS native command center (SwiftUI). Sprint management, brainstorm agent, project portfolio, deploy pipeline. SaaS web version + mobile planned. Connects to 370+ gateway handlers.
AI Product Manager for any vertical. On-demand research + pre-built domain packs + organic learning. Temporal knowledge graphs (Graphiti + Microsoft GraphRAG). $68.7B market.
Every product auto-registers, inherits shared config (company, legal, brand), generates its own landing page, deploys with one click. Self-serve via FoundersCockpit.
12-step data hygiene pipeline: Discover, Classify, Score, Flag, Review, Clean, Verify, Index, Enrich, Surface, Learn, Evolve. Swift macOS native app with full terminal emulator communicating via fd 3/4 JSON protocol.
1,200 LOC · 34 tests · 8 CLI commands
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Done
Table health scanner + classifier
Hygiene scorer (0-100 per table)
Stale data cleaner (safe mode)
Full pipeline orchestrator
dp xray CLI (8 subcommands)
34 unit tests across 6 files
In Progress
Gateway integration (16 methods)
Swift macOS native UI
Terminal emulator in SwiftUI
fd 3/4 JSON bridge protocol
Planned
AI-powered cleanup suggestions
Tiered autonomy graduation
Visual health dashboard
Auto-archive policy engine
RustSwiftSwiftUIPostgreSQLmacOS Native
AI RESEARCH$68.7B MARKET
Domain Expertise System
AI Product Manager for any vertical. Integrates domain knowledge acquisition with product specification generation. Three layers: on-demand research, pre-built knowledge packs, organic learning from sprints.
5 verticals researched · Graphiti + GraphRAG
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Research Done
Medical vertical deep-dive
3D/AR vertical analysis
Fintech vertical study
EdTech vertical mapping
AI/ML tooling landscape
Architecture
Temporal knowledge graphs (Graphiti)
Microsoft GraphRAG integration
Domain pack format specification
Curriculum builder engine
Vision
Andrew Ng insight: coding solved, domain knowledge = bottleneck
12-step pipeline from ideation to beta launch for all 14 products simultaneously. Shared auth crate (surya-auth), per-product smoke tests, monitoring Docker, automated landing page generation.
11 sprints · 59 tasks · surya-auth shipped
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Done
surya-auth crate (13 files, 15 tests)
Auth migration (users, sessions, events)
launch_wave CLI command
9 smoke test scripts
Monitoring Docker compose
In Progress
Per-product landing pages
Beta registration flows
Health check aggregator
Planned
14 parallel product agents
Shared config registry
Waitlist → onboarding automation
Multi-product deploy orchestration
Rustsurya-authDocker14 ProductsBatch Deploy
VOICE + NLU
Voice-First Idea Capture
Telegram bot captures voice notes → STT transcription → intent classification → automatic injection into DevPilot pipelines. Ideas, bugs, and decisions via voice — anywhere, anytime.
TelegramAdapter · 615 LOC · 15 voice intents
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Built
TelegramAdapter (615 lines)
Voice controller (15 intents)
Survey module (9 gateway methods)
In Progress
voice_note handling in Telegram parser
Whisper STT transcription
Note classification pipeline
Vision
Multi-platform (Slack, WhatsApp)
Real-time transcription streaming
Voice → sprint task creation
Kokoro TTS for voice replies
TelegramWhisper STTKokoro TTSNLURust
CORE PLATFORMACTIVE
Autonomous Platform — 85-15 Split
The vision: DevPilot handles 85% of work deterministically (sprint CRUD, builds, deploys, quality gates). AI only handles the 15% that actually needs thinking — code generation, research, spec writing. 47 MCP tools, intent classifier, 3-layer API key resolver.
47 MCP tools · 750+ JSON-RPC · 3 phases
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Done
47 MCP tool bridge (complete)
3-layer API key resolver
Survey AI chat via gateway
Cross-task context sharing
4 reasoning format engines
In Progress
Intent classifier (NL → tool routing)
Template registry (project scaffolds)
Build queue coordination
Planned
DSXRay Swift app integration
Ship pipeline profiles
Agent observability dashboard
Voice command integration
MCPJSON-RPCIntent ClassifierRustDeterministic
AI + FASHIONRESEARCH
TryOn AI — Virtual Fashion Try-On
Pixel-space diffusion for ethnic wear virtual try-on. Key insight: no existing ethnic wear dataset = competitive moat. Multi-angle generation is the critical unsolved challenge. Friend's idea, deep research completed.
2,441 lines of research · 15 survey decisions
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Research Done
Competitor analysis (387 lines)
Technical architecture (558 lines)
Planning document (1,496 lines)
Survey: 15 architecture decisions
PDF decision guide generated
Key Findings
Pixel-space diffusion (no VAE) preserves embroidery
No ethnic wear training dataset exists
Multi-angle generation = unsolved challenge
Next Steps
Train on ethnic wear dataset
Multi-angle pose estimation
Embroidery detail preservation
E-commerce integration
DiffusionEthnic WearPixel-SpaceComputer VisionFashion AI
MEDIA
Video & Animation Factory
Programmatic video and animated graphics generation. Manim for math/explainer animations, custom Rust renderers for data visualizations, FFmpeg pipelines for production output. All code-driven, zero manual editing.
Active · Manim + Rust renderers operational
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Built
Manim scene rendering pipeline
Rust-based chart/diagram generators
FFmpeg video composition automation
dp content render integration
In Progress
Animated architecture diagrams
Sprint timeline video generation
Custom motion graphics templates
Planned
AI-narrated product demos
Customer-facing explainer video API
Real-time dashboard video streams
ManimRustFFmpegPythonSVG
GAMES
Interactive 2D/3D Game Engine
Browser-native hyper-interactive games pushing beyond 30 FPS. SaathiAI performance upgrades with custom rendering pipelines, WebGL optimizations, and Godot HTML5 exports for educational and simulation games.
In Progress · Performance pipeline active
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Built
Godot HTML5 export pipeline
SaathiAI 3D library (Three.js + SceneKit)
AR marker tracking (MindAR)
WebGL shader pipeline
In Progress
60 FPS target on mobile browsers
Custom rendering beyond default Godot limits
WASM-based physics (Rapier)
Planned
Multiplayer WebRTC game sessions
Procedural level generation
Educational game template library
GodotWebGLWASMRustThree.jsRapier
SPACE / VIZ
Live Celestial Viz & Simulations
Real-time star field and celestial object rendering pulling live data from astronomical databases. Accurate orbital mechanics, planetary positions, constellation mapping for education and simulation platforms.
Active · Vyomyaan engine + live data feeds
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Built
PSLV-XL orbital mechanics engine (Rust)
Stage separation + gravity turn modeling
Godot 4.4 3D visualization (SceneKit fallback)
Atmospheric drag + multi-body gravity
In Progress
Live star catalog data (HYG, Hipparcos)
Real-time planetary position API (JPL Horizons)
Constellation overlay rendering
Planned
ISS live tracking overlay
Satellite collision prediction viz
Educational planetarium mode
NASA APOD integration
RustGodotSceneKitNASA APIsJPL HorizonsHYG Catalog
PRIVACYCRYPTO
ZKSurvey — Zero-Knowledge Voting
Anonymous but verifiable surveys and elections. ZK proofs ensure no one can see individual votes while maintaining audit trail integrity. 2 sprints, 10 tasks.
Track every donation from donor to beneficiary with SHA-256 audit logs and geotagged photo verification. Phase 1: append-only trust. Phase 3: Hyperledger blockchain.
Browser-based and native 3D games for iPhone, Android, macOS, Vision Pro. Custom Godot-Rust engine with PBR materials, truck CAD geometry, Avartan physics. Interactive product placement with AR previews and exploded views.
6-DOF robot arms with FABRIK IK, LPTN thermal motor analysis, XFOIL CFD, SRM control algorithms. Real physics simulation, not slides. Build a motor from scratch with FPV guidance.
Every product starts as an experiment. We validate with real code — not pitch decks. If an experiment proves value, it becomes a sprint. If a sprint ships, it becomes a product.
From Research to Revenue
Experiments that prove market fit become full products. AdPilot started here. QuickBill Pro started here. The lab is the first stage of a shipping pipeline, not a sandbox.
Cross-Pollination
A bug fix in one experiment prevents the same bug across 33 projects. 6,868 learnings feed every new build. The knowledge graph compounds — each experiment makes every future experiment faster.
Giving Back
Saathi Explorer is planned as our first open-source contribution — interactive 3D learning, free for everyone. What we learn from building these experiments feeds back into the platform and into the community.
Want to build with us?
Every experiment is a bet on a future company. Bring your domain and let's build one together.