AI WORKFLOW SECURITY · SECURE AUTOMATION · CODE AUDITING

Security built for
the age of agents

Adversarial security and AI automation for startups and small businesses. We audit it, build it, and secure it — often all three.

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150+ security audits across smart contracts, AI systems, and applications
Built for startups and small businesses with high-impact AI workflows
Team backgrounds at top cybersecurity vendors and Fortune 500 security programs
Specialized in agentic pipelines, MCP security, and LLM red teaming
Fixed-fee engagements, no hourly billing surprises
SERVICES
AI WORKFLOW SECURITY Adversarial audits for MCP servers, agents, and LLM-integrated products
MCP Server Audit

Full adversarial review — tool schemas, permission model, prompt injection surface, privilege escalation. Written findings with remediations.

PROMPT INJECTIONTOOL SCHEMASPRIVILEGE ESC.
Agentic Pipeline Review

Trust boundary analysis, orchestrator security, tool call validation, and supply chain risk across LangChain, AutoGen, and CrewAI.

TRUST BOUNDARIESSUPPLY CHAIN
LLM Red Team

Adversarial testing of deployed LLM applications — jailbreaks, data exfiltration vectors, system prompt extraction, OWASP LLM Top 10.

JAILBREAKSDATA EXFILOWASP TOP 10
SECURE AI AUTOMATION Build your core workflows with security baked in — not bolted on after
Core Business Process Automation

We automate the workflows your business runs on — customer ops, CRM, internal tooling, data pipelines — with security built into the design from day one.

CRM & OPSINTERNAL TOOLINGDATA PIPELINESAGENT BUILDS
✓ FREE SECURITY REVIEW + THREAT MODEL WITH EVERY BUILD
MCP Server Build

Custom MCP servers built for your stack — schema designed with security in mind, then audited before handoff.

CUSTOM TOOLINGSCHEMA DESIGNSECURITY REVIEW
✓ AUDIT INCLUDED
CODE SECURITY Manual adversarial code review — 150+ audits completed
Smart Contract Audit

Manual review for CosmWasm, Cosmos SDK, and Solana. Logic bugs, reentrancy, access control, economic exploits. 150+ audits completed.

COSMWASMSOLANACOSMOS SDKECONOMIC EXPLOITS
Application Security Review

Security-focused code review for AI-integrated apps — auth, API boundaries, secrets handling, injection surfaces, data flow.

AUTHINJECTIONDATA FLOW
WHO WE WORK WITH
// SECURITY-FIRST TEAMS
You're building agents.
We find what's broken.

Your LLM-integrated product is moving fast. You need an adversarial eye before it ships — not a generic firm that learned "prompt injection" last month.

AI startups looking to automate their core workflows
DeFi / Web3 teams with smart contracts in production
Engineering teams building internal AI workflows
// SMALL BUSINESSES & OPERATORS
You want AI automation.
Not a liability.

You've seen what AI can do for ops and customer workflows. We build it right the first time — with a security review before it ever touches your business.

Small businesses automating core operations with AI
Agencies building automations for clients
Operators replacing critical manual processes
HOW AUTOMATION WORKS
SECURITY-FIRST AUTOMATION
Automate the work.
We secure the process.

Most businesses automate first and bolt on security later — or never. Every workflow we build is threat-modeled before a line of code is written, and reviewed again before handoff.

✓ FREE SECURITY REVIEW + THREAT MODEL WITH EVERY BUILD
HOW IT WORKS
01
Map the process
We document your workflow — inputs, outputs, tools, data touchpoints.
02
Threat model the design
Attack surfaces identified before building starts.
✓ INCLUDED FREE
03
Build with security by design
Auth, secrets, access controls, audit logging from day one.
04
Security review before handoff
Final adversarial review. Findings report included.
✓ INCLUDED FREE
⟳
Customer Ops
Intake, triage, follow-up, CRM — automated with full data handling review.
◈
Internal Tooling
AI-powered internal tools built on your stack, not a vendor's.
⬡
Data & Reporting
Reporting and aggregation pipelines with secure data access patterns.
◎
Agent Pipelines
Multi-step agents with trust boundaries and failure handling built in.
RESEARCH & OPEN SOURCE
TOOL2025
mcp-scanner: Static analysis for MCP server security

Open source CLI that flags prompt injection vectors, overprivileged permissions, and schema vulnerabilities in MCP server definitions.

PythonMITGitHub ↗
WRITEUP2025
Tool poisoning in production MCP deployments

How malicious tool descriptions hijack agent behavior — proof-of-concept exploits, real-world patterns, and detection signatures.

PoC IncludedMitigations
FRAMEWORK2025
ASTRIDE: Threat modeling for agentic AI systems

STRIDE adapted for LLM architectures — confused deputy, context pollution, trust boundary violations, tool chain supply chain.

Open SpecFree to use
CROSSOVER2025
Smart contracts → AI agents: what carries over

150+ blockchain audits mapped to agentic security. Reentrancy → looping agents. Flash loans → context injection.

Deep DivePattern Guide
ABOUT
// THE TEAM
Built by practitioners,
not theorists.

Veterans of top cybersecurity vendors, Fortune 500 security programs, and blockchain auditing. Over 150 audits completed — focused on startups and small businesses building high-impact AI workflows.

Founded by Colin Kelly, formerly of Oak Security, Range Security, and CrowdStrike. Every engagement is hands-on, adversarial, and research-backed.

0+
Security Audits
Smart contracts, AI systems, and applications
F500
Team Background
Fortune 500 programs and top cybersecurity vendors
OSS
Open Source
Tools, frameworks, and research published freely
Fixed
Fee Engagements
No hourly billing — scoped, priced, delivered
Security, automation,
or both — let's talk.

Tell us what you're building or where you're stuck. First call is free — no pitch, just a real conversation about what makes sense for your team.

◎ BOOK TIME WITH A FOUNDER
✓
MESSAGE RECEIVED

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