Research & Experiments
Our R&D wing. This is where we stress-test the limits of systems engineering, building the primitives that will power the next decade of production infrastructure.
Neural Context Compression
Experimenting with lossy context compression for long-horizon LLM reasoning. Reducing KV-cache overhead by 40% without significant perplexity drift.
Deterministic Agent Loops
Building a finite-state machine orchestrator for AI agents to ensure non-hallucinatory execution in mission-critical financial workflows.
High-Throughput EVM Indexer
A specialized indexer capable of processing 10k+ events/sec with sub-second latency, providing real-time analytics for decentralized protocols.
Autonomous CI/CD Hardener
AI-driven security scanner that automatically generates and tests patches for zero-day vulnerabilities in containerized microservices.
Distributed Entropy Generator
A cluster-wide entropy distribution system for generating high-quality randomness across decentralized nodes for cryptographic operations.
WASM-Based Edge Firewall
Experimental firewall running in WASM at the edge, performing deep packet inspection with near-zero latency and high tenant isolation.
GPU-Accelerated Graph Layout
Force-directed graph simulation offloaded entirely to the GPU, supporting real-time visualization of 100k+ nodes in the browser.
Zero-Knowledge Proof Verifier
High-performance library for verifying ZK-proofs in browser environments, optimized for privacy-preserving identity systems.
Core_R&D_Tracks
Mathematical Integrity
Applying TLA+ and Coq to verify distributed consensus protocols and prevent race conditions in high-stakes transaction engines.
Silicon-Aware AI
Optimizing model inference for specialized hardware (TPU/LPU) by writing custom CUDA and Triton kernels for sparse attention.
User-Space Networking
Bypassing the Linux network stack with io_uring and DPDK to achieve microsecond-level latency in gRPC communication.
Open_Source_Assets
Mishra_Dynamics_Core
We are releasing our internal Rust utilities and Go service templates under permissive licenses. These tools enforce the architectural standards we use for 500k+ MAU production systems.