Shape real-time streams before they overwhelm LLM and AI decision systems.
Founder
Founder
Introducing TSLN (Time-Series Lean Notation), a text-based serialization format that reduces token usage for time-series data in LLMs by up to 80%, optimizing for how models read numbers.
Comparing latency, token efficiency, and streaming behavior across OpenAI, Anthropic, Azure OpenAI, Gemini, and Grok when processing live BGP update streams.
Our latest pre-production release brings concurrent multi-feed AI analysis, enhanced terminal UI layouts, and critical security hardening for high-throughput data pipelines.
