We are building the infrastructure for the autonomous enterprise. No black boxes, no vendor lock-in. Our core "Spotlight" tools are open-source and protocol-aware, designed to extend your existing Kafka investments into a secure, reasoning-capable mesh.
We don’t build "wrappers." We build the foundation. Our Spotlight tools - KafClaw, KafScale, and Copilot - are open-source, Go-native, and protocol-aware. We provide the architecture for free; we provide the PMC-level expertise to deploy it at scale in your mission-critical environment.
KafScale is a Kafka-compatible streaming layer built natively for S3. It eliminates the "Storage Tax" of traditional brokers by using object storage as the primary source of truth.
The Power:
~200ms latency for durable agent state.
The Benefit: Infinite retention of every agent thought at S3 prices.
KafClaw is the orchestration mesh for multi-agent coordination. Built in Go for maximum efficiency, it manages observable groups and skill routing through typed envelopes.
The Tech: Typed Envelopes, Observable Groups, Shared Memory.
Modes: Local, Local-Kafka (Orchestrated), or Remote
The Copilot is your private model-hosting engine. It integrates with MCP (Model Context Protocol) to reason over your live Kafka topics without data ever leaving your secure execution perimeter.
The Tech: Private LLM Hosting, MCP integration, Grounded Context.
Benefit: Enterprise-grade security for regulated industries.
Command-line network sniffer for Apache Kafka. Tests L3-L7 layers (DNS, TCP, TLS/mTLS, SASL, protocol, produce/consume) in one tool. Agent-optimized with JSON/HTML reports.
GitHub: https://github.com/scalytics/kshark-core
High-performance mirroring between Kafka clusters using franz-go. Includes real-time dashboard, AI anomaly detection, incident insights, compliance reports, and recovery tools.
As Apache Wayang PMC members and KafScale maintainers, Scalytics engineers contribute to core infrastructure projects used by Fortune 500 companies. Our work focuses on Kafka scaling, federated analytics, and private AI ops, delivering production-proven tools for enterprise streaming.
"Scalytics contributions have accelerated Wayang's hybrid batch/stream capabilities, enabling multi-runtime analytics at scale." - Apache Wayang
Our contributions power resilient streaming for enterprises. 100+ stars, active issues, merged PRs across projects.
Our tools are open because the enterprise deserves transparency. But building a resilient, auditable agent mesh on legacy infra is a high-stakes engineering feat. We live from our consulting - helping you bridge the gap between a "Local" assistant and a global "Agentic Message Bus."