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Project records
38
Pinned case files
8
Published tool entries
562+
Cost models
3 case files

Method

How the numbers are counted

Project records are unique routes in this registry. Pinned case files are the projects selected for the evidence board below. Published tool entries are the documented MCP or CLI operations exposed by the public packages represented here, counted at their recorded release versions.

The three cost models stay separate because their periods differ: the open-source SOC estimates $140K-$217K over three years, enterprise observability estimates $110K-$150K over three years, and the VMware migration records $68,600 per year. These are avoided-alternative estimates, not revenue or realized cash.

Ownership

Where the work lives

Origin names the environment where the need and first implementation appeared. Employer-origin case studies describe my role and the system outcome without transferring ownership of the employer's infrastructure.

Lidless Labs maintains public security and infrastructure tools. Escoffier Labs maintains Brigade and related agent tooling. S Cubed Systems is the separate client-services business. Each project page names both origin and current public maintainer when those differ.

Selected work

Case studies

01 ongoing

Brigade (Auditable Agent Operations)

escoffier-labs

Local control plane for auditable multi-agent work: plan bounded runs, map code impact, record verification evidence, coordinate tools, and improve from real exit codes.

5 Harnesses · v0.25.0 on PyPI 2026.05
PythonPyPIpytestCode IntelligenceEvidence Ledger
02 ongoing

Open Source Security Operations Center (SOC)

Florida state college

Full-stack Security Operations Center with SIEM, incident response, threat intelligence, and network IDS. 7 integrated VMs monitoring ~200 endpoints across the college network.

Cost Avoidance: $140K-$217K 2025.12
WazuhTheHiveCortexMISPZeek
03 ongoing

Watchtower NOC Dashboard

Florida state college

Real-time NOC dashboard aggregating LibreNMS, Netdisco, and Proxmox into an interactive topology with WebSocket updates and Redis-backed caching.

Cost Avoidance: $110K-$150K 2026.01
FastAPIReactReactFlowRedisWebSocket
04 completed

VMware to Proxmox Migration

Florida state college

Led complete migration of a 6-node, 196-core, 2.75TB-RAM enterprise cluster from VMware ESXi to Proxmox VE. Installed dual-port 10G NICs personally, designed the LACP network architecture, and rebuilt the cluster from bare metal.

$68,600/year saved 2025.08
Proxmox VE10G NetworkingLACPKVM/QEMU
05 completed

HyperV to Proxmox Migration

Florida state college

Enterprise infrastructure migration completed. AD DC Leapfrog Method (zero V2V, zero downtime, no USN rollback risk), Linux+Samba file server replacement, and SCCM-to-FOG cutover all delivered.

Zero-Downtime AD Migration 2026.05
ProxmoxSambaActive DirectoryPowerShellBash
06 ongoing

Ops Deck Developer Infrastructure

Personal Infrastructure

Suite of local-first backend APIs powering AI agent workflows: semantic code search across 40+ repos, versioned prompt library, agent knowledge base, and content pipeline with security scrubbing.

Zero-Token Local APIs 2026.02
FastAPISQLiteOllamanomic-embed-textPM2
07 ongoing

LAIM Lab Asset Inventory Manager

Florida state college

Modern rewrite of a legacy PHP inventory system with async FastAPI backend, automated tracking via multi-source device discovery from Netdisco/LibreNMS, and JWT/RBAC.

Async Rewrite · 43 Commits 2025.01
FastAPIPostgreSQLSQLAlchemyDockerPython
08 completed

Linux+ VM Labs (XK0-006)

Florida state college

Designed and built 31 hands-on labs across all 5 CompTIA Linux+ exam domains for the AS in Infrastructure and Cybersecurity. Modernized EOL stack to Rocky Linux + Fedora + Ubuntu 24.04 LTS on NETLAB+.

31 Labs · 5 Domains 2025.11
LinuxFedoraUbuntuRockyNETLAB+

Archive

Project registry

The rest of the shipped work: open-source MCP servers, threat-intel coursework, portfolio dashboards, and infrastructure tooling. Same evidence treatment, denser layout.

09

Lidless Labs · SOC & Threat Intel

ongoing 2026.06

wazuh-mcp

Lidless Labs

Read-only MCP server for a Wazuh SIEM/XDR manager and Indexer: list and triage agents, full-text search alerts, pull CVE-scored vulnerability inventory, and walk host inventory (OS, packages, ports, FIM/rootcheck), redacting IPs, logs, and hashes per call.

28 tools · v1.1.4
TypeScriptMCPWazuhSIEMZod
ongoing 2026.05

misp-mcp

Lidless Labs

MCP server for a MISP threat-intel instance: search events and attributes, add and correlate IOCs, attach MITRE ATT&CK galaxy clusters, check warninglists, and export indicators as CSV/STIX/Suricata/Snort/RPZ, with destructive writes fail-closed behind confirm flags.

36 tools · v1.3.6
TypeScriptMCPMISPSTIXThreat Intel
ongoing 2026.05

thehive-mcp

Lidless Labs

MCP server giving an AI client read-write control of TheHive 5 cases, alerts, tasks, observables, and Cortex analyzer runs over stdio, with delete/merge/promote and the raw Query DSL disabled unless explicit env flags are set.

47 tools · v1.2.3
TypeScriptMCPTheHiveCortexSOAR
ongoing 2026.05

cortex-mcp

Lidless Labs

MCP server that submits observables to a Cortex instance, auto-detects the data type, fans analysis across applicable analyzers with taxonomy-verdict aggregation, reads job reports, extracts IOC artifacts, and runs responders behind a destructive-op gate.

31 tools · v1.3.3
TypeScriptMCPCortexAnalyzersZod
ongoing 2026.04

mitre-mcp

Lidless Labs

MCP server plus an attack CLI that loads official MITRE ATT&CK STIX bundles locally to look up techniques, tactics, groups, and software, map alerts to techniques, score detection coverage against data sources, and export ATT&CK Navigator layers.

39 tools · v2.0.4
TypeScriptMCPMITRE ATT&CKSTIXCLI
ongoing 2026.04

suricata-mcp

Lidless Labs

MCP server that reads Suricata EVE JSON and Zeek TSV logs off disk to query, aggregate, and timeline alerts, flows, DNS, and TLS, cross-correlate the two sensors, and run local entropy-based DGA, beaconing, exfiltration, and lateral-movement analytics.

41 tools · v2.1.2
TypeScriptMCPSuricataZeekIDS
ongoing 2026.04

zeek-mcp

Lidless Labs

MCP server that searches Zeek connection, DNS, HTTP, and SSL logs plus Suricata eve.json, pivots one connection UID across every log type, and runs beaconing, Shannon-entropy DGA, and statistical anomaly detection, optionally writing cases to TheHive and MISP.

39 tools · v3.1.2
TypeScriptMCPZeekThreat HuntingZod
ongoing 2026.04

maltegoctrl Graph + OSINT

Lidless Labs

Hybrid TypeScript + Python operator control for Maltego Desktop. 13 graph and OSINT tools build .mtgx graphs from entities, links, and IOC expanders and run direct lookups, plus Python TRX transforms that pivot into MISP, TheHive, Cortex, and MITRE.

13 tools · v0.4.3
TypeScriptPythonMCPMaltegoOSINT
ongoing 2026.03

Lidless SOC MCP Suite

Lidless Labs

The Lidless Labs security operator line: seven packages that expose the open-source SOC through direct CLIs and MCP adapters, with typed inputs, local-first execution, and explicit write gates.

7 packages · 261 tools
TypeScriptCLIMCPWazuhTheHive
06

Lidless Labs · Network & Homelab

ongoing 2026.06

librenmsctrl

Lidless Labs

LibreNMS operator control: a read-only CLI plus a confirm-gated MCP adapter over the /api/v0 REST API to list devices, ports, port health, alerts, and events, with three safe writes (ack alert, unmute, set maintenance).

13 tools · CLI + MCP
TypeScriptCLIMCPLibreNMSSNMP
ongoing 2026.06

adguardctrl

Lidless Labs

AdGuard Home operator control (CLI + MCP) covering server status, stats, query log, filter and block lists, user rules, clients, DNS rewrites, SafeSearch and SafeBrowsing, DHCP, and TLS across multiple instances, with three-tier read/confirm/destructive gating.

50 tools · CLI + MCP
TypeScriptCLIMCPAdGuard HomeDNS
ongoing 2026.05

proxmox-mcp

Lidless Labs

MCP server for a Proxmox VE cluster that inventories VMs, LXC, nodes, and storage, reads RRD metrics, manages snapshots and backups, execs inside guests over SSH/pct, and provisions or destroys resources behind a four-tier write gate that fails closed before any HTTP call.

42 tools · 4-tier gate
TypeScriptMCPCLIProxmox VEKVM/LXC
ongoing 2026.05

immichctrl

Lidless Labs

Dual-surface control for a self-hosted Immich photo library: search assets, manage albums, tags, people, and memories, resolve byte and CLIP duplicates with checksum-safe keep strategies, and manage motion-photo stacks, with writes gated behind IMMICH_ALLOW_WRITES.

74 tools · 16 domains
TypeScriptCLIMCPImmichCLIP
ongoing 2026.04

n8nctrl Workflow Operations

Lidless Labs

40-tool operator control with a direct CLI, MCP adapter, and OpenClaw plugin for a running n8n instance: inspect, validate, diff, and audit workflows, executions, schedules, and webhooks, with gated writes that snapshot before mutation.

40 tools · v0.14.2
TypeScriptCLIMCPn8nJSON Patch
ongoing 2026.04

jellyctrl Media Server Control

Lidless Labs

56-tool operator control with a direct CLI and MCP adapter for Jellyfin: query libraries, users, sessions, and history; control playback, playlists, and scheduled tasks; and gate destructive operations behind explicit confirmation.

56 tools · v0.4.3
TypeScriptCLIMCPJellyfinVitest
07

Security & Threat Intel

completed 2026.04

Lazarus Group (APT38) Strategic Assessment

University of South Florida

Strategic threat assessment of the Lazarus Group ecosystem (APT38, BlueNoroff, Diamond Sleet, TraderTraitor) written for a higher-education CISO. ATT&CK-mapped tradecraft, 13-year campaign timeline, illustrative attack path, and a 5-area risk priority matrix for an R1 university environment.

Higher-Ed Strategic Assessment
Threat IntelMITRE ATT&CKICD 203OSINT
ongoing 2026.02

CyberBRIEF Threat Research

Lidless Labs

Source-to-brief threat research workspace with three research depths, BLUF reports, MITRE ATT&CK mapping, IOC extraction, and Chicago-style citations.

BLUF + ATT&CK Reports
ReactFastAPIPythonTypeScriptTailwind
ongoing 2026.02

Vervet (formerly Bro Hunter)

Lidless Labs

Self-hosted threat hunting for Zeek and Suricata logs. Deterministic detections roll into per-host risk scores with the evidence chain and MITRE ATT&CK mappings kept visible.

Evidence chains + ATT&CK
React 18TypeScriptFastAPIPythonTanStack
ongoing 2026.02

Intel Workbench (ACH Analysis)

Lidless Labs

Browser-native Analysis of Competing Hypotheses workbench. Weighted ACH scoring, MITRE ATT&CK tagging (691 techniques vendored locally), Heuer & Pherson bias checklist, ICD 203 estimative-language ribbon. Offline-first SPA, single UI with light/dark mode, zero backend.

ACH + ATT&CK + ICD 203
React 18TypeScriptZustandVite 7MITRE ATT&CK
ongoing 2026.02

Hotwash (IR Runbook Builder)

Lidless Labs

Executable incident-response runbooks. Markdown and Mermaid become a visual graph, FastAPI tracks live run state, and 10 MCP tools let analysts and agents work from the same evidence and decisions.

10 MCP tools + Wazuh ingest
React 18TypeScriptReact FlowZustandFastAPI
completed 2025.10

APT44 Cyber Intelligence Assessment

University of South Florida

Intelligence assessment of Russia's Sandworm (GRU Unit 74455). Tracks 2015 Ukraine grid, 2017 NotPetya ($10B+ damages), 2018 Olympic Destroyer, 2022 Viasat, 2023 Kyivstar (24M subscribers).

Sandworm Assessment
Threat IntelMITRE ATT&CKOSINT
completed 2025.10

Water Utility Security Research

University of South Florida

Researched security vulnerabilities in national critical infrastructure. 50,000+ water systems at risk, 70% violating basic cyber requirements. Volt Typhoon, APT44, CyberAv3ngers threat coverage.

Critical Infra Research
ResearchCybersecuritySCADA

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