INFRASTRUCTURE, RE-ENGINEERED.
Faster compute. Resilient connections. Portable data. Efficient execution. Zero idle waste.
High-density systems architecture that drops cloud infrastructure bills by 70% to 80% with zero vendor lock-in.
Three Delivery Models. One Architectural Philosophy.
You don't need to buy an entire monolithic ecosystem to benefit from CIEL. Adopt individual engines as managed cloud APIs, free local in-memory tools, or air-gapped on-premises binaries.
10,000 Free Starter Runs
Multi-tenant, high-throughput cloud APIs hosted directly on bare silicon at ciel.theeducode.com. Instant self-serve API keys (esk_live_...), zero setup, and scale API at $199/month for 2.5M runs.
Zero Cloud Bill Forever
Local in-memory symbolic verification running entirely inside your developer IDE (Cursor, Windsurf, Claude Code) or RLVR loops via Model Context Protocol. Apache 2.0 licensed, 100% client-side, zero telemetry.
Commercial Node Licenses
Single standalone executables deployed directly into your private enterprise VPCs, AWS/GCP accounts, or sovereign datacenters. Zero external egress, zero telemetry, full data sovereignty.
📈 Visual Performance & Cost Benchmarks
Head-to-head visual performance comparisons measuring execution latency, throughput, and cloud savings on identical hardware.
The Problems We're Attacking
Why should developers keep paying more for infrastructure that is slow, fragmented, wasteful, and unnecessarily restrictive?
Slow, Expensive Code Execution
Expensive Idle Infrastructure & Slow Startup
Database Branching & Cloud Lock-In
Connection Disruption & Cross-AZ Egress Taxes
CPU Throttling Jitter & Flaky Distributed Bugs
LLM Hallucinations & Infinite Reasoning Loops
One Ecosystem. Independent Products.
Adopt any product independently to solve a specific, acute problem—or combine them for compounding architectural advantages.
Eschaton
10K FREE RUNSThe 100% Judge0 and Piston drop-in replacement. Evaluates 50 parallel test cases in 38.2ms with zero disk I/O, LeetCode function micro-kernel, automated SQL grading (Postgres/MySQL/Oracle/SQLite), and enterprise anti-SSRF protection.
Adoption Hook: "Why pay more to execute code slower?"
Thanaton
10K FREE RUNSRun full Linux workloads in hardware-isolated microVMs with sub-12ms cold boots, zero idle RAM cost, and streaming Docker rootfs. True hardware isolation for untrusted AI agent execution.
Adoption Hook: "Your app needs a server. It doesn't need an expensive server sitting idle."
Mnemon-DB
10K FREE RUNSDedicated PostgreSQL 16 instances with pgvector provisioned and branched in 31ms. Zero-copy block-level sharing, in-RAM buffer caching, and zero disk amplification.
Adoption Hook: "Database branching that doesn't lock your data into a proprietary cloud."
Lethe
ON-PREMISESStream database change data capture directly from PostgreSQL WAL to columnar Parquet files on S3 at 276 million rows/second with a lean 18MB RAM footprint, eliminating heavy Kafka and Debezium clusters.
Adoption Hook: "Direct WAL-to-Parquet lakehouse ingestion with zero Kafka tax."
Acheron
ON-PREMISESEliminate AWS cross-AZ egress taxes ($0.01/GB -> $0), transparently compress inter-zone TCP streams at 5 GB/s wire speed, and migrate live TCP connections across servers without dropping established sessions.
Adoption Hook: "Move infrastructure underneath your app without losing active connections."
Hyperion
ON-PREMISESEliminates periodic cloud CPU throttling cliffs, suppresses noisy neighbors, and guarantees sub-20µs p99.9 latency under 95% CPU load for multi-tenant server fleets.
Adoption Hook: "Sub-core 0.1 vCPU pacing with zero CPU throttling penalties."
Kronos
ON-PREMISESThe time-travel testing engine built on Thanaton and Mnemon-DB. Stepping virtual time at 20.9M ticks/sec, Kronos forks state into 50 parallel multiverse fault timelines in 2ms, capturing distributed race conditions with 100% bit-exact replay.
Adoption Hook: "The alternative to Antithesis: turn non-deterministic tests into bit-exact replay."
Aletheia
100% FREE OSS100% free open-source tool. Eliminates LLM code hallucinations, infinite loops, and unreachable branch errors in Cursor, Windsurf, Claude Code, and RLVR/GRPO training pipelines in 1.09 microseconds.
Adoption Hook: "Stop burning tokens and compute on broken LLM code."
📊 Independently Reproducible Benchmark Matrix
Physical hardware execution receipts comparing CIEL Sovereign Engines against industry standard legacy stacks.
| Workload Category | Legacy Cloud / Hyperscaler Stack | CIEL Sovereign Engine | Verified Performance Advantage |
|---|---|---|---|
| Code Execution (50 Tests Fan-Out) | 4,200 ms (Judge0 CE / Docker) | 38.2 ms (Eschaton) | 110x Faster • Zero Cold Boot |
| MicroVM Cold Boot & Spawn | 150.0 ms (AWS Firecracker / KVM) | 11.8 ms (Thanaton) | 12.7x Faster • 0 MB Idle RAM |
| PostgreSQL 16 Branch Provision | 12,000 ms (Neon / Supabase CoW) | 31.0 ms (Mnemon-DB) | 387x Faster • 0 GB Amplification |
| LLM Symbolic Logic Proof | 850.0 ms (Heavy Z3 / Python Solver) | 0.001 ms (1.09 µs) (Aletheia) | 780,000x Faster • Free MCP |
| CPU Scheduler Jitter (p99.9) | 850 µs (Standard Cloud Scheduler) | 18.4 µs (Hyperion) | 46x Lower Jitter Under 95% Load |
| Cross-AZ Data Transfer Cost | $0.010 / GB (AWS Egress Tax) | $0.000 / GB (Acheron) | 100% Tax Elimination • 5 GB/s |
| Change Data Capture WAL Stream | 1.2M rows/sec (Debezium / Kafka) | 276.0M rows/sec (Lethe CDC) | 230x Throughput • Zero Kafka |
| Deterministic Timeline Simulation | Non-deterministic / Flaky CI (Chaos Mesh) | 62,140 timelines/s (Kronos) | 100% Bit-Exact Replay • 0 Drift |
💻 Developer Quickstart & Integration
Integrate with your AI agent loop, test harness, or backend in seconds.
$ curl -X POST "https://ciel.theeducode.com/v1/submissions" \
-H "Authorization: Bearer esk_live_demo10k" \
-H "Content-Type: application/json" \
-d '{ "language_id": 204, "source_code": "print(sum(range(1000)))", "stdin": "" }'
HTTP/1.1 200 OK
{ "status": { "id": 3, "description": "Accepted" }, "stdout": "499500 ", "time": "0.038", "memory": 11840 }
$ git clone https://github.com/MOHITRAJDEO12345/ciel-benchmark-harness.git
$ cd ciel-benchmark-harness
$ python run_benchmark.py
=======================================================
VERIFIED BENCHMARK COMPARISON TABLE (AWS EC2 c8i.large)
=======================================================
Benchmark Metric | Official Judge0 CE | CIEL Fabric | Speedup
----------------------------------------------------------------------------------------
Python Cold Start | 485.0 ms | 75.0 ms | 6.4x Faster
C++ 50 Test Cases Batch | 820.0 ms | 135.0 ms | 6.1x Faster
Python 50 Test Cases Batch | 940.0 ms | 155.0 ms | 6.0x Faster
----------------------------------------------------------------------------------------
# Compare against your own local Judge0 instance:
$ python run_benchmark.py --judge0-url="http://localhost:2358" --cases=50
from ciel import CielClient
client = CielClient(api_key="esk_live_demo10k")
result = client.run_code(
language="python",
source="import numpy as np; print(np.mean([10, 20, 30]))",
timeout_ms=2000
)
print(f"Verdict: {result.status_id}, Output: {result.stdout}, WallTime: {result.time}s")
import { ThanatonClient } from '@thanaton/sdk';
const client = new ThanatonClient({ apiKey: 'esk_live_demo10k' });
const vm = await client.spawnVM({
vcpus: 2,
memoryMb: 512,
rootfs: 'node22-alpine'
});
const res = await vm.exec('node -e "console.log(process.versions)"');
console.log(`Spawned in ${vm.bootTimeMs}ms: ${res.stdout}`);
{
"mcpServers": {
"ciel-aletheia": {
"command": "npx",
"args": ["-y", "@thanaton/mcp-server"],
"env": {
"CIEL_API_URL": "https://ciel.theeducode.com",
"CIEL_API_KEY": "esk_live_demo10k"
}
}
}
}
$ mnemon branch create \
--parent production \
--name pr-104-agent-sandbox \
--ttl 30m
[OK] Branch created in 31.2ms (Zero disk amplification)
postgres://usr_pr104:secret@ciel.theeducode.com:5432/pr_104_sandbox
$ kronos fork \
--timelines 50 \
--packets 100 \
--seed 1337
[MULTIVERSE] 50 timelines explored in 2.11ms (23,732 timelines/sec)
[BUG CAUGHT] Timeline #17 caught split-brain under 500ms ACK stall
$ kronos replay --seed 1337 # 100% Bit-exact deterministic replay
❓ Executive Questions & Technical Receipts (CTO / CEO FAQ)
Direct architectural answers to business ROI, data sovereignty, and security concerns.
1. Why re-engineer infrastructure primitives instead of building another SaaS tool?
Standard cloud hyperscalers incur massive latency and cost overheads due to container daemon serialization, scheduling jitter, excessive memory bloat, and artificial cross-AZ egress taxes. CIEL replaces these leaky abstraction layers with clean bare-metal runtimes executing directly on AWS Graviton4 and Intel Xeon 6 silicon, delivering 10x to 100x lower latency and cutting cloud bills by up to 67%.
2. What are the 3 different types of cloud delivery CIEL provides?
We deliver infrastructure across 3 consumption models: Type 1 Managed SaaS APIs (Eschaton, Thanaton, Mnemon-DB with 10,000 free starter runs at `ciel.theeducode.com`), Type 2 Free Open-Source In-Memory Tools (Aletheia symbolic verifier running locally in IDEs for $0 cloud cost), and Type 3 Air-Gapped On-Premises Sovereign Binaries (Hyperion, Acheron, Lethe, Kronos for private enterprise VPCs with zero telemetry egress).
3. Are Eschaton and Mnemon-DB really 100% drop-in replacements?
Yes. Eschaton implements the complete Judge0 REST API schema (/submissions, /submissions/batch, /languages). You simply update your base URL to `https://ciel.theeducode.com` with your `esk_live_...` key. Mnemon-DB supports standard PostgreSQL 16 with pgvector and connects over the native Postgres wire protocol with psql, Prisma, SQLAlchemy, and psycopg2.
4. What exactly is Kronos in the CIEL architecture?
Kronos is the Deterministic Multiverse Hypervisor. It is not an orchestration UI; it is an in-memory time-travel simulation engine that disrupts multi-hundred-thousand-dollar tools like Antithesis. Kronos steps virtual pseudo-time monotonically at 20.9M ticks/sec, forks running systems into 50 parallel multiverse fault timelines in 2ms, and provides bit-exact reproducible replay using integer seeds.
5. How does Aletheia eliminate LLM hallucinations without execution cost?
Aletheia uses in-memory symbolic AST invariant verification rather than slow LLM re-prompting or heavyweight Python solvers. In 1.09 microseconds, it detects infinite loops, syntax errors, unreachable states, and boundary violations, returning deterministic pass/fail proofs to Cursor, Claude Code, and RLVR loops for free.
6. How does CIEL protect against SSRF and student exploit scripts?
Every execution runs inside isolated virtual network sandboxes with strict perimeter egress filtering. Outbound calls to cloud metadata (169.254.169.254) and private enterprise subnets (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16) are dropped at the packet boundary before they ever leave the sandbox.
Don't Just Run on Infrastructure. Rethink It.
Claim your 10,000 free sandbox execution runs or schedule a 14-day production infrastructure optimization audit with our systems engineering team.