Apeing.ai (via Lazer Technologies)

Agentic Solana trading & social platform

Zero-copy Geyser ingestion over NATS JetStream and a native Rust swap engine — no SDK overhead.

Deep-dive coming soon. This page will detail the architecture, design decisions, on-chain / off-chain layout, and engineering trade-offs.

Context

Led a team of 6 building an agentic Solana trading platform. Designed both the ingestion side (real-time network event stream over NATS JetStream with Redis + in-memory Rust data structures) and the execution side (adapter-per-program swap engine covering most of the Solana DEX surface).

Stack

Rust
Solana
Geyser
NATS JetStream
Redis
Jupiter Metis
AWS / Terraform
Teraswitch bare-metal
Grafana Cloud
Doppler

Ingestion pipeline

Zero-copy Geyser ingestion publishing streams of network events over NATS JetStream with durable consumers and a combination of Redis and NS access in memory Rust data structures.

Swap execution layer

Rust swap execution layer with an adapter-per-program architecture covering 11 DEXes and 12 launchpads, with Jupiter Metis aggregator router as fallback. Encoded program instructions natively (no SDK overhead): manual Borsh layouts, PDA derivation, and ALT lookup caching.

DevOps & observability

Teraswitch bare-metal Linux namespace management, AWS Terraform microservices cluster deployments, CI integrations, observability and monitoring through Grafana Cloud (k6 load testing, Prometheus, resource alerts on stage and prod).

Agent tooling

Delivered an MCP server connecting Codex, Gemini, and Claude to project resources and platforms from a secured AWS/Doppler environment for agent management of sensitive information and secret key transitive access.