SwarmForge — Watch an agent swarm on ICX

Eliminate quadratic prompt-dumping. ICX crystallizes codebases into shared lattice memory (Vₜ) with compact viewports.

Live Ingest — Ingests 11 microservices once into Vₜ; zero raw code dumping

Fault Detection — Catches runtime 500 payment crash instantly on live storefront

Compact Viewport — Streams 900–1,500 token scoped citations, preserving 99.6% attention

Shared Vₜ Memory — Coder, Auditor, and Tester collaborate on one unified intermediate representation

Atomic CAS Patch — Hot-patches Charge → Authorize + mTLS; rogue writes trigger CAS_CONFLICT

0.45 µs Verification — A₄ simplicial walk validates the 5-service saga before customer refreshes

Customer ROI — 99.7% cost reduction: $43 / yr (ICX) vs $17,460–$1.22M (prompt-dumping)

Without ICX (Prompt-Dumping) $17,460 / yr

With ICX (Shared Vₜ) $43 / yr

CODER Vₜ AUDITOR TESTER

Deploy in your production stack. Replace the e-commerce store with payment rails, insurance claims, or legal contracts. Same 3 roles. ICX is the infinite shared memory substrate.

Open ICX Console

SAME 3-AGENT JOB · 120 ENGINEERS · 29,100 RUNS/YR
TODAY’S PROMPT-DUMPING $17,460 vs ICX + FLASH-LITE $43

Display 1 · Storefront Google Boutique

**Sunglasses** Sleek aviator sunglasses. *$19.99*

Checkout — Legacy Mode

Sunglasses + Tank Top $38.98

Payment method: PAN 4532… (Plaintext)
Transport: Insecure gRPC

Display 2 · Code DiffBefore ICX rewrite

Display 3 · Scoped Viewport LookupOfficial MCPs (900–1.5k tokens)

LEASEmutex on Vₜ CASCharge → Authorize ROGUE WRITECAS_CONFLICT PAYMENT RPCAuthorize

Gemini 3.5 Flash-Lite · $0.30 / 1M in · $2.50 / 1M out

Agents see a scoped viewport — not 80k+ token Microsoft Learn or Cloudflare manuals.

Display 4 · Multi-Agent SwarmShared Vₜ Architecture

checkoutservice productcatalogservice shippingservice paymentservice emailservice

The Customer Value of ICX: Real-World ROI & Reliability

In this measured demonstration, three collaborative agents completed an end-to-end multi-service contract hardening for just $0.001494 (Coder $0.000513 · Auditor $0.000602 · Tester $0.000379). ICX in-memory AST replay cost is $0.00. For a 120-engineer organization running 29,100 swarm runs per year, Calera ICX reduces annual LLM inference costs from $17,460–$175,000+ (and over $1.22M on Claude agent teams) down to approximately $43 / year.

1. Zero Context Amnesia & Token Waste

Traditional multi-agent frameworks repeatedly dump entire codebases and history logs into every prompt. ICX crystallizes documents and graphs into 4D Volumetric Memory (Vₜ) once, serving compact 900–1,500 token viewports with 99.6% attention preservation.

2. True Multi-Agent Concurrency Safety

Independent agents working concurrently risk clobbering each other's code. ICX provides distributed mutex leases and atomic Compare-And-Swap (CAS), guaranteeing that rogue or out-of-order writes fail gracefully with CAS_CONFLICT.

3. Zero-Cost Topological Graph Verification

Instead of relying on probabilistic LLM guessing to verify multi-service call chains, ICX executes deterministic A₄ simplicial walks across the call graph in 0.45 µs for $0.00 on the lattice—guaranteeing zero contract breakage.

4. Bring Your Own Model (BYOK)

ICX is fully decoupled from LLM weights. Use Gemini, Claude, GPT, DeepSeek, or your private local fine-tunes. The Volumetric Lattice is your persistent cognitive memory layer; the LLM is simply a viewport consumer.

Define your swarm roles. In this demo: Coder, Auditor, and Tester. In your enterprise: Intake, Policy Validation, and Compliance Sign-Off.

Mount ICX memory. Use icx.var_set to store intermediate representations, acquire mutex leases for atomic changes, and stream compact viewports.

Connect your preferred LLM. Plug in your API key via OpenAI-compatible endpoints or Google Antigravity/MCP tools.