DETERMINISTIC BOOLEAN SAT CYBER-DEFENSE & CLOUD SYNTHESIS

The Sub-Millisecond WAF with Zero False Positives.

Stop fighting OWASP CRS regular expression hell, false positives that break checkouts, and ReDoS CPU spikes. SATGuardian replaces brittle regexes with a deterministic boolean SAT solver running locally in < 0.05ms (0.02ms typical), evaluating 10 formal Certainty Islands and continuously simplified via satguardian.tech.

< 0.05 ms
Inspection Latency
Deterministic sub-millisecond evaluation (0.02 ms typical).
80k+ req/s
Core Throughput
Linear O(1) CPU register evaluation per worker thread.
0.00%
False Positives
Formally verified invariants across 10 Certainty Islands.
100%
ReDoS Immune
Zero backtracking vulnerabilities. Complete algorithmic immunity.
// Reproducible Verification

Interactive Payload & Latency Benchmark

Compare how traditional Regex WAFs (ModSecurity / OWASP CRS) fail on modern application payloads versus SATGuardian's deterministic formal solver.

๐ŸŽฏ Select or Type HTTP Payload Active Solver: Online
๐Ÿ“Š Inspection Comparison Result SAT Engine 2.4
๐Ÿ›ก๏ธ SATGuardian (Local SAT Solver) BLOCKED (SQLi)
Inspection Time < 0.02 ms
False Positive Chance 0.00% (Formally Verified)
SAT Resolution CLAUSE #104 SATISFIED (SQL_TAUTOLOGY)
โŒ ModSecurity / OWASP CRS (Regex) BLOCKED
Inspection Time 48.6 ms
ReDoS Exposure Vulnerable to Backtracking
Rule Complexity 680+ Regex Patterns Evaluated
// The Dual-Engine Advantage

Local Sub-Millisecond Proxy + Cloud SAT Synthesis

Why compromise between speed and accuracy? SATGuardian splits the workload into a local zero-latency proxy and a remote cloud synthesis engine.

๐Ÿ–ฅ๏ธ
ENGINE 1: LOCAL PROXY

100% Sovereign Sub-Millisecond WAF

Runs natively on your own Windows Server (IIS / .NET) or Linux VPS (Nginx / Docker). Inspects every request in < 1 millisecond using pre-compiled boolean matrices without ever sending your sensitive payload data outside your network.

  • โœ“ Zero runtime dependencies (Single compiled Rust binary)
  • โœ“ Runs as a native Windows Service (install.ps1) or Linux Systemd
  • โœ“ Built-in Monitor (Shadow) and Enforce modes
โ˜๏ธ
ENGINE 2: CLOUD SYNTHESIS

SAT Optimization at satguardian.tech

When your local WAF detects custom application anomalies or legitimate edge cases (false positives), it submits the rule signatures to satguardian.tech. Our cloud solver simplifies the SAT matrix (up to 128 variables) and updates your WAF automatically.

  • โœ“ Eliminates false positives specific to your codebase
  • โœ“ Compiles rule matrices into dense boolean logic
  • โœ“ Syncs with 1 command: satguardian-waf sync --token <KEY>
// Epistemic Rigor

The 10 Formal Certainty Islands

Instead of heuristic guessing or probabilistic neural networks, SATGuardian partitions web security into 10 deterministic, mathematically closed domains. If a request forces an interpreter to violate its formal grammar, it is dropped in < 0.05 ms with zero hallucination.

ISLAND-SQLI BLOCK
Relational SQL AST

Tautologies (' OR 1=1), UNION exfiltration, stacked DDL statements, and sleep/benchmark timing primitives.

ISLAND-XSS BLOCK
DOM Execution Context

Script tags, inline DOM event triggers (onload, onerror), SVG polyglots, and dynamic javascript: URIs.

ISLAND-RCE BLOCK
OS Command Execution

Shell command chaining (;, ||, &&), subshell substitutions ($(), backticks), dynamic eval sinks.

ISLAND-LFI BLOCK
Filesystem Sandbox

Directory traversal escapes (../../), direct root targeting (/etc/passwd, /proc/self/environ).

ISLAND-SSRF BLOCK
Network Perimeter

Cloud metadata probes (169.254.169.254), loopback internal routing (127.0.0.1), and private RFC1918 subnets.

ISLAND-GRAPHQL BLOCK
GraphQL Schema AST

Schema introspection dumping (__schema), cyclic recursive query bombing (depth > 6), and query batching floods.

ISLAND-JSON-PROTO BLOCK
Strict JSON Schemas

JavaScript prototype pollution keys (__proto__, constructor.prototype) and nesting recursion bombs (> 20 levels).

ISLAND-GRPC BLOCK
HTTP/2 Wire Framing

Client status trailer injection (grpc-status: 0) and 5-byte gRPC framing desynchronization / request smuggling.

ISLAND-JWT BLOCK
Cryptographic Tokens

Algorithm confusion (alg: "none"), unsigned token spoofing, and Key ID (kid) directory traversal / SQLi.

ISLAND-STATEFUL BLOCK
Behavioral Dynamics

Sliding window atomic ring buffer: Layer-7 burst DDoS protection and distributed credential stuffing prevention.

// Key Differentiator: Zero Black Box

Why Was It Blocked? Mathematical Causal Explainability

Traditional WAFs fail because no one understands why requests are blocked: regex rules trigger cryptic error codes, and probabilistic AIs return an opaque threat score. SATGuardian produces a formal causal proof for every request: you know exactly which token, which grammar, and which invariant caused the block.

โŒ Traditional Regex WAFs

ModSecurity / OWASP CRS

Triggers enigmatic rule IDs based on hundreds of characters of regular expressions:

[error] [client 198.51.100.24] ModSecurity: Access denied with code 403. Pattern match "(?i:(?:(?-i:c(?:o(?:n(?:n(?:e(?:c...)" at ARGS:data. [id "942100"] [msg "SQL Injection Attack"] [severity "CRITICAL"]

The Problem: No one knows which fragment of the input matched the rule. Developers waste days debugging or end up disabling entire rules.

โš ๏ธ "AI" / Probabilistic Neural WAFs

Opaque Black-Box Models

Return an arbitrary numeric score without verifiable semantic justification:

{ "status": 403, "threat_score": 87.4, "confidence": "HIGH", "reason": "Anomaly neural embedding distance > threshold (0.82)" }

The Problem: Completely inauditable. Impossible to know if it was a model hallucination or a real attack. Cannot be defended during PCI-DSS or SOC2 audits.

๐Ÿ›ก๏ธ SATGuardian Formal Solver

Deterministic Causal Explainability

Every single block includes the algebraic theorem proof and first-order causal tokens:

HTTP/1.1 403 Forbidden X-SATGuardian-Island: ISLAND-SQLI X-SATGuardian-Causal-Proof: (QUOTE AND TAUTOLOGY_EQUALS) violates [SAT-SQLI-01] X-SATGuardian-Invariant: !(token_quote & token_tautology) & !(token_union & token_select) X-SATGuardian-Latency: 0.018 ms

Unique Advantage: 100% Certainty. You know with mathematical precision which tokens and invariant triggered the block. Zero ambiguity.

๐Ÿงฉ

1. O(1) Lexical AST Tokenization

SATGuardian avoids blind substring regex matching; it constructs a structured Abstract Syntax Tree (AST) with exact semantic tokens in CPU registers.

๐Ÿ“

2. First-Order Invariant Theorem

Decisions are evaluated against formal boolean invariants: CDOM โ‰ก ยฌ(SCRIPT โˆง SINK). If the request does not contradict the invariant, traffic is allowed with zero false positives.

๐Ÿ“‹

3. Audit-Ready Forensic Ledger

Immutable local SQLite WAL forensic ledger. Any engineer or compliance auditor can independently verify the exact decision with cryptographic hash signatures.

// Market Landscape

How SATGuardian Compares to Alternatives

Stop overpaying for per-domain cloud proxies or suffering under brittle open-source regex rules.

Feature / Metric SATGuardian WAF ModSecurity / CRS Cloudflare / AWS WAF
Detection Engine Deterministic SAT Solver (10 Islands) Brittle Regular Expressions (PCRE) Proprietary Regex + ML Heuristics
Mean Latency < 0.05 ms (0.02 ms typical) 25 โ€“ 120 ms 15 โ€“ 60 ms + DNS Roundtrip
Throughput 82,400+ req/s ~2,100 req/s Scales via Cloud CDN nodes
False Positive Elimination Automatic via Cloud SAT Synthesis Manual exclusion writing (Weeks of work) Manual IP / URI rule exclusions
Explainability & Root Cause 100% Formal Causal Proof (AST Tokens + Logic Trace) Cryptic regex IDs (e.g., Rule 942100) Opaque black-box score (e.g., Threat 87/100)
Data Sovereignty 100% Local (Traffic never leaves server) 100% Local Zero (Traffic decrypted in cloud)
Windows Server IIS Support Native 1-Command Service (install.ps1) Complex compile / Unstable C++ DLLs DNS reroute only
Cost Structure Gratis $0 / Scout $20 / Pro $49 / Startup $499 Free (High sysadmin labor cost) $20 โ€“ $200/mo PER DOMAIN + Bandwidth
// Predictable SaaS Model

Transparent Pricing. Zero Cost Per Domain.

The local SATGuardian WAF proxy binary is free forever and runs sovereignly on your own infrastructure. Subscribe to cloud synthesis to adapt rules to your application traffic and eliminate 100% of false positives.

๐Ÿ’ก 100 Free Silicon Units (SU) included upon sign-up โ€” No credit card required.
FREE
For homelabs, independent developers, and technical evaluations.
$ 0 / mo
  • โœ“ 1 Seat included
  • โœ“ Up to 12 variables / 1K minterms
  • โœ“ 100 SU / mo (Monthly hard limit)
  • โœ“ Sovereign local WAF binary for Windows & Linux
  • โœ“ 0% False Positives across 10 Certainty Islands
  • โœ“ Discord & GitHub community support
Get Started Free
SCOUT
For personal web servers, micro-SaaS, and initial production rollouts.
$ 20 / mo
  • โœ“ 1 Seat included
  • โœ“ Up to 20 variables / 2.5K minterms
  • โœ“ 1,000 SU / mo (Monthly hard limit)
  • โœ“ Adaptive false positive elimination
  • โœ“ Continuous edge monitoring & audit logging
  • โœ“ Standard email support
Subscribe Scout ($20/mo)
STARTUP
For scaling companies, agencies, and core infrastructure teams.
$ 499 / mo
  • โœ“ 5 Team Seats
  • โœ“ Up to 128 variables / 100K minterms
  • โœ“ 50,000 SU / mo included
  • โœ“ Discounted overage: $8 per 1,000 extra SU
  • โœ“ High-priority cloud synthesis queue
  • โœ“ Dedicated Slack channel & guided onboarding
Subscribe Startup ($499/mo)
SCALE
For high-traffic platforms, enterprise workloads, and server clusters.
$ 2,499 / mo
  • โœ“ 15 Team Seats
  • โœ“ Up to 128 variables / 1M minterms
  • โœ“ 500,000 SU / mo included
  • โœ“ Optimized overage: $5 per 1,000 extra SU
  • โœ“ Isolated synthesis instances & auto-deployment
  • โœ“ 99.9% SLA & dedicated technical account manager
Subscribe Scale ($2,499/mo)
ENTERPRISE
Large corporations, banking, telecom, and sovereign cloud environments.
From $ 10K / yr
  • โœ“ Unlimited team seats
  • โœ“ Up to 128 variables / Unlimited minterms
  • โœ“ Custom negotiated annual SU quota
  • โœ“ Dedicated on-premise or sovereign hybrid cluster
  • โœ“ 99.99% SLA with 24/7/365 phone & incident support
  • โœ“ Full SOC2 and PCI-DSS compliance audit assistance
Contact Engineering
โšก 128 Variables Cap for SaaS Self-Service

Due to the computational physics of the NP-complete Boolean minimization problem, workloads exceeding 256+ variables are never self-service SaaS; they are scoped and managed exclusively as an Engineering Expansion Project on dedicated HPC clusters or bare-metal accelerators.

ROI Calculator & Detailed Specs โ†’
// Zero Friction Setup

Deploy in Less Than 60 Seconds

No runtime compilers, no Python environments, no DLL hell. A single self-contained binary configured as a reverse proxy for your existing applications.

Quick Installation โ€” PowerShell & Bash
# 1. On Windows Server (IIS / .NET) via Administrator PowerShell:
PS >irm https://satguardian.tech/install.ps1 | iex

# 2. On Linux VPS (Ubuntu / Debian / Docker / Nginx):
$curl -sSL https://satguardian.tech/install.sh | sh

# 3. Test immediate protection with the payload inspector:
$satguardian-waf inspect --query "id=1' OR 1=1--"
[SATGUARDIAN] THREAT BLOCKED: SQL_TAUTOLOGY (Latency: 0.38ms, Formal SAT Proof verified)
Early Access Program

Join Our First 20 Design Partners

Are you an agency managing client servers or running a SaaS plagued by WAF false positives? Deploy SATGuardian in Monitor Mode on up to 3 servers and receive 6 months of the Pro Plan ($72 value) completely free in exchange for technical feedback.

Join Early Access (Instant API Key) Request Priority Pilot