Build your first
Autonomous Swarm

Technical documentation for the AjaxSpeaks SDK, Omni-Memory layer, and Enterprise Swarm orchestration configurations.

Quickstart: Initialize a Swarm

Install the SDK and dispatch your first agent with Omni-Memory context.

// 1. Install the SDK
$ npm install @ajaxspeaks/sdk
// 2. Initialize and dispatch
import { Swarm, MemoryRouter } from '@ajaxspeaks/sdk';

const router = new MemoryRouter('./project.mem');
const swarm = new Swarm({ router });

await swarm.dispatch('Analyze the authentication flow and propose optimizations.');

Orchestration Configs

Define agent roles, permissions, and models via YAML configuration.

VIEW GUIDE →

Omni-Memory Pipeline

Configure ingestion parameters for massive codebases and docs.

VIEW PIPELINE →

Self-Hosting / Air-Gapped

Deploy the entire inference and orchestration layer locally.

VIEW DOCS →

Reliable Execution.
Total Governance.

Built for enterprise engineering leaders. Deploy fleets of AI agents with centralized governance, persistent memory, and cost-aware orchestration.

Live Benchmarks Monitor

Retrieval Quality

Recall@1 85.2%
Recall@5 94.1%
MRR 0.89

Retrieval Latency

P50 12ms
P95 34ms
P99 89ms

Resource Efficiency

Avg Token Reduction ~82%
Estimated Cost Savings (Monthly) $4,200

Enterprise Infrastructure Services

We deploy the architecture we build. Our elite engineering team provides full-stack implementation for the most complex AI challenges.

Synthetic Data Icon

Proprietary Synthetic Data

Zero-hallucination QA pipelines fine-tuned exclusively on your internal documentation and RFCs.

View Pipeline Setup →
Air-Gapped Icon

Air-Gapped Orchestration

Deploy our 4-tier autonomous swarm securely on-premise. Complete data privacy for defense, healthcare, and finance.

Explore Private Deployments →
Context Compression Icon

Reduce AI Infrastructure Costs

Implement Agentic Memory Routing (AMR) to reduce RAG token costs by 15x and eliminate context degradation.

View AMR Docs →
Red-Teaming Icon

Agent Red-Teaming

Stress-test your LLM agents with our proprietary AjaxBench framework to eliminate latent hallucinations before production.

View Audit Process →
Monolith Migration Icon

Legacy Monolith Migration

Safely upgrade 100k-file legacy codebases with our Autonomous Refactor Swarm, powered by AST-level validation.

Explore Migrations →
Security Patching Icon

Autonomous Security Patching

Our zero-day response swarm ingests CVE reports, scans your monorepo, and submits validated Pull Requests instantly.

View Security Pipeline →
Architecture Docs Icon

Continuous Architecture Documentation

Never let documentation decay. A background swarm reads latest commits to generate perfect, interactive architecture maps.

See Auto-Docs →
CI/CD Guardrails Icon

Prevent Breaking Production Changes

Deploy a Chief Architect swarm into GitHub/GitLab to review PRs for performance and architectural drift before merging.

View CI/CD Integrations →
Knowledge Distillation Icon

Establish a Single Source of Truth

Connect raw Jira, Slack, and internal PDFs to our pipeline to generate hyper-compressed context files for agent consumption.

Explore .mem Pipeline →