One System. Every Intelligence.
Total Control.

The local-first autonomous engineering system. Run end-to-end SDLC pipelines—Requirements, Architecture ADRs, Code Review, Pytest suites, and Threat Modeling—with local Ollama models, headed Playwright browser automation, CookieVault SSO, and a tamper-evident SHA-256 Merkle audit ledger.

Launch MONOLITH Studio Explore Interactive Simulators

0 ms

Cloud Egress (Air-Gap Mode)

$0.00

API Bills (Local Ollama Engine)

28x

Multi-Agent SDLC Velocity

100%

SHA-256 Merkle Chained Ledger

Interactive Architecture Lab

Experience MONOLITH in Action

Interact with our live browser automation engine, multi-agent SDLC synthesizer, cryptographic Merkle ledger, and air-gap boundary guard in real-time.

Select Repository Blueprint:

FinTech Payment Orchestrator & Multi-Rail Clearing Engine

5 Agents Active

Agent Persona	Synthesized Artifact	Specification Summary	Quality Gate
Requirements Analyst	01_BRD.md	Sub-second idempotency, PCI-DSS Level 1 compliance, ISO 20022 messaging	VERIFIED
Architecture Strategist	11_ADR_Pipelining.md	Event-driven Saga pattern with transactional outbox over Kafka	VERIFIED
Code Reviewer & Linter	payment_router.py	AST analyzed: 0 cyclomatic complexity violations, strict typing enforced	VERIFIED
QA Test Synthesizer	test_payment_suite.py	Synthesized 48 unit & boundary condition tests with 99.2% branch coverage	VERIFIED
DevSecOps Specialist	12_Threat_Model.md	STRIDE model generated: Replay attack & race condition defenses validated	HARDENED

Playwright Headed Chromium & Media Ingestion

Automates web chatbots, reverse-engineers UI components, and streams Pinterest video downloads locally.

CookieVault SSO

AES-GCM encrypted cookies inject pre-authenticated sessions into ChatGPT and Claude.

UI Component Inspector

Extracts computed Tailwind styles, Radix blueprints, and Three.js WebGL canvas buffers.

Pin Saver Sniffer

Direct network stream capture sniffing high-bitrate MP4 chunks into workspace folders.

Outbound Egress Permission

Toggle to permit external browser scrapers or enforce 100% air-gap.

AIR-GAP BOUNDARY ENFORCED

Active Inference Path: Ollama Local Daemon (llama3.2:1b on Local GPU)

Inference Round-Trip Latency: 14 ms (Zero Round-Trip)

Token Consumption Cost: $0.00 / token (Free)

Outbound Network Telemetry: 0.000 Bytes (100% On-Premise)

Ready for Verification

BLOCK #01 • GENESIS

Actor: OPERATOR_PRIMARY

Workspace initialized: Local vector RAG index built

Prev Hash: 0000000000...0000

SHA-256: 3d8b8e01...991a

BLOCK #02 • ARCHITECTURE

Actor: ARCHITECT_AGENT

Generated Architecture ADR: ADR-004 Microservices Decoupling

Prev Hash: 3d8b8e01...991a

SHA-256: 8a41bc91...f088

BLOCK #03 • CODE REVIEW

Actor: CODE_REVIEWER_AGENT

Automated AST Security Scan passed: 0 vulnerabilities found

Prev Hash: 8a41bc91...f088

SHA-256: c4e20911...1419

BLOCK #04 • DEPLOYMENT

Actor: DEPLOYMENT_ORCHESTRATOR

Container artifact signed & deployment manifest recorded

Prev Hash: c4e20911...1419

SHA-256: f089b271...001e

ENTERPRISE ROI ENGINE • REAL-TIME SDLC QUANTIFICATION

Developer Velocity & ROI Calculator

Quantify reclaimed engineering capacity, cloud token egress bills eradicated, and release acceleration by switching from manual or subscription AI tools to MONOLITH's local air-gapped system.

Team Archetypes:

Engineering Parameters

Active Software Engineers Full-time developers building & reviewing features

15

1 50 100 175 250

Monthly Pull Requests / User Stories Total specifications, features, and PRs processed

60 PRs

5 100 250 375 500

Blended Engineering Hourly Rate Loaded hourly engineering compensation

$75 / hr

$30 $75 $125 $180 $250

Codebase Scale & Monorepo Depth Lines of code under vector RAG governance

45k LOC

10k 250k 500k 750k 1M+

Baseline Cloud Subscriptions Displaced: OpenAI • Claude • Copilot

Manual SDLC (Zero AI) Standard Cloud SaaS ($60/seat + API) Enterprise Cloud Tier ($120/seat + API)

Annual Total Economic Impact Generated

$1,020,600

13,608 hrs reclaimed/yr $27,720 SaaS bills saved/yr

1,134 hrs

Monthly Hours Reclaimed

Automating PRs & ADRs

+7.1 Devs

Equivalent Headcount Added

Without recruiting or payroll

$2,310 / mo

Cloud Token Cost Eliminated

Local Ollama inference ($0)

28.0x Faster

SDLC Lifecycle Velocity

From 14 hrs → 30 mins per PR

SDLC Velocity Acceleration by Lifecycle Stage

Manual: ~14.0 hrs • MONOLITH: ~0.5 hrs

Requirements & User Story Extraction 3.5h → 12m (94% Faster)

Architecture Decision Records (ADRs) 4.0h → 15m (93% Faster)

Multi-Agent AST Code Review & Linting 2.5h → 8m (95% Faster)

Pytest & Unit Test Suite Synthesis 2.5h → 10m (93% Faster)

STRIDE Threat Modeling & Security Auditing 1.5h → 5m (94% Faster)

Deploy MONOLITH Free →

System Anatomy

Engineered for Data Sovereignty & Speed

Six foundational pillars that make MONOLITH the leading local-first agentic software engineering platform.

100% On-Premise Quantized LLM Runtime

Executes Llama 3.2 1B and Qwen 2.5 natively via Ollama without sending code to third-party APIs. Operates fluidly on consumer laptops (8GB/16GB RAM) with zero recurring token fees and zero latency overhead.

Ollama Engine GGUF 4-Bit Quant Local GPU/CPU $0.00 / Token

Headed Playwright Browser

Launches desktop Chromium windows, rehydrates CookieVault sessions, extracts shadcn/Three.js UI blueprints, and sniffs Pinterest MP4 video streams locally.

Playwright CDP MP4 Sniffer UI Reverse-Engine

Encrypted CookieVault SSO

AES-256-GCM encrypted session vault eliminates repetitive manual logins to portals and developer playgrounds. Zero-OTP injection directly into browser contexts.

AES-256-GCM Zero-OTP Injection Local Vault

Cryptographic SHA-256 Merkle Audit Ledger

Every code generation, browser automation action, and agent proposal is sealed into a continuous cryptographic hash chain. Any unauthorized modification severs the chain proofs immediately.

SHA-256 Hashing Tamper-Evident Chained Provenance 100% Audit Proof

Local Vector RAG & Deterministic AST Engine

Indexes 10,000+ files locally using ChromaDB embeddings and Tree-sitter AST syntax parse trees. Enables deep symbol navigation, blast-radius call graph tracing, and dual-engine OCR for technical PDF blueprints.

ChromaDB Vector Store Tree-Sitter AST Dual-Engine OCR Call Graph Tracing

Sovereign Air-Gap Boundary

Loopback host isolation with physical emergency kill switch severance. Guaranteed zero cloud telemetry, air-gapped compliance, and absolute developer data privacy.

Air-Gap Loopback Kill Switch Zero Cloud Egress

Frequently Asked Questions

Yes. MONOLITH is built from the ground up for air-gapped environments. The Ollama local daemon, vector RAG embeddings, and AST linting run entirely on your local CPU/GPU with zero external telemetry. If browser automation or external scraping is required, the developer can explicitly toggle the Sovereign Boundary Egress authorization.

MONOLITH's browser engine attaches a network response listener to Playwright Chromium while resolving the pin URL. It sniffs high-bitrate MP4 streams directly from the network payload or DOM data scripts (with automated web downloader fallback), streaming the raw binary chunks into your local output/downloads/ workspace folder with SHA-256 verification.

Session cookies are stored locally in session_vault/ and encrypted using AES-256-GCM authenticated encryption. Keys are derived per-host, and raw cookie files are excluded from git tracking. The browser engine injects decrypted cookies only into isolated Playwright contexts in memory.

MONOLITH runs smoothly on modern commodity hardware: a minimum of 8 GB RAM and a 4-core CPU (Intel i5/Ryzen 5 or Apple Silicon). Discrete GPUs (NVIDIA RTX with CUDA) further accelerate inference, but are not required thanks to 4-bit quantization in Ollama.