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.

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

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

Full-time developers building & reviewing features
15
1 50 100 175 250
Total specifications, features, and PRs processed
60 PRs
5 100 250 375 500
Loaded hourly engineering compensation
$75 / hr
$30 $75 $125 $180 $250
Lines of code under vector RAG governance
45k LOC
10k 250k 500k 750k 1M+
Baseline Cloud Subscriptions Displaced: OpenAI • Claude • Copilot
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 →

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.

Ready to Take Command of Your Software Engineering?

Experience 100% local-first data sovereignty, multi-agent SDLC pipelines, and headed browser automation with MONOLITH today.

Launch MONOLITH Studio Setup Wizard