Deterministic AI Orchestration & Multi-Agent SRE
We build runtime circuit breakers, state-preserving memory, and adversarial-resistant guardrails for enterprise engineering teams deploying autonomous agent swarms into production.
Bridging the Gap Between Stochastic LLMs and Mission-Critical Operations
Large language models are inherently nondeterministic. When chained into autonomous agent swarms, small hallucinations compound into runaway API loops, context-window exhaustion, and silent data corruption.
Planet J Digital engineers the reliability layer. We construct the deterministic telemetry, algorithmic circuit breakers, and stateful DAG execution pipelines required to run multi-agent systems with enterprise 99.99% uptime guarantees.
Sub-5ms In-Memory Overhead
In-memory volatile proxy evaluation with sub-5ms latency penalty. Built to sit directly in your ingress path without slowing downstream streaming completions.
Zero Data Retention (ZDR)
Volatile buffer allocation only. We never write customer prompt payloads, completions, or tool execution traces to persistent disk. Fully GDPR and CCPA compliant.
Adversarial Red-Teaming
Continuous multi-model fuzzing against prompt injections, cyclic parameter drift, and upstream rate limit saturation using Gemini 1.5 & 2.0 Flash runtimes.
Open-Spec SRE Modules
49 battle-tested architectural playbooks and modules licensed under Apache 2.0. Install client libraries directly via npm and PyPI for seamless integration into existing codebases.
Architected for High-Scale Google Cloud Deployments
Planet J Digital is designed from the ground up to leverage Google Cloud's AI infrastructure stack to deliver elastic, resilient orchestration for modern software enterprises.
Google Cloud Run & GKE
Containerized edge proxies deployed across regional Google Kubernetes Engine (GKE) clusters and Cloud Run microservices for auto-scaling under massive agent concurrency spikes.
Vertex AI & Gemini 2.0 Flash
Automated adversarial fuzzing harnesses that stress-test customer playbooks against multi-modal attacks, reasoning drift, and malicious token extraction at enterprise speeds.
BigQuery & Cloud Storage
Scalable OpenTelemetry trace ingestion and non-identifying metric warehousing to detect cluster-wide agent deadlock patterns and predict upstream provider latency degradation.
PLANET J DIGITAL, LLCFounded and headquartered in Irving, Texas. We operate as an autonomous systems engineering laboratory dedicated to establishing robust engineering rigor in the generative AI era.