Architect the Future of
Autonomous Engineering

The foundational infrastructure platform that enables enterprise AI agents to safely coordinate, retain knowledge, and modify massive codebases at scale.

swarm-config.yaml
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# Deploy the Swarm for enterprise codebase maintenance
swarm:
  name: core-migration
  memory_path: ./project.mem
  agents:
    - name: claude-architect
      role: planner
      permissions: [read_all, propose_arch]
    - name: qwen-worker
      role: execution
      permissions: [ast_write]
TERMINAL
$ ajaxspeaks deploy --env prod -f swarm-config.yaml
Successful Compiled MMU context...
Successful Initializing agents...
Successful Swarm deployed successfully.
$ _
15x

Token Reduction

Via proprietary Agentic Memory Routing (AMR).

20.2s

Local Execution

Lightning-fast inference on RTX/A100 hardware.

0%

Context Degradation

Perfect recall on 100k+ file legacy codebases.

Multi-Agent Orchestration

A coordinated 4-tier swarm working in perfect sync.

Chief Architect

Chief Architect

Deep Context & Planning

Tech Lead

Tech Lead

Orchestration & Delegation

Specialized Worker

Specialized Worker

Heavy Code Lifting

Headless Worker

Headless Worker

Background Tasks

From YAML to Deployed PR

Step 1

Define

Write a simple swarm-config.yaml to set agent roles, permissions, and targets.

Step 2

Coordinate

Agents analyze the codebase, debate architecture, and autonomously write code.

Step 3

Deploy

The swarm securely commits the validated changes directly to your repository.

Secured By Design

Built to meet the strictest enterprise compliance standards.

Air-Gapped Ready

Operates 100% locally with Ollama and local LLMs. Zero data leaves your VPC.

Sandboxed Execution

AST-level write validation with strict Level 2 isolation for all operations.

Zero-Trust RBAC

Agent permissions are strictly scoped (e.g., [read_all, ast_write]).

OWASP Adherent

Outputs are automatically scanned for vulnerabilities before merging.

Reliable Execution.
Total Governance.

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

Swarm Health Monitor

Nodes

node-claude 0x00A0... 20% load
node-qwen-1 0x00B1... 85% load
node-qwen-2 0x00B2... 98% load

Tokens / Sec

Active Operations

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

Context Compression

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

Multi-Agent CI/CD Guardrails

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

Enterprise Knowledge Distillation

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

Explore .mem Pipeline →