Thomas Sprayberry
Systems & AI-Infrastructure Engineer
github.com/askalf ·
hello@sprayberrylabs.com ·
thomas.sprayberrylabs.com ·
Greater Atlanta, GA
Summary
Systems & infrastructure engineer with 15+ years architecting, building, and running real infrastructure — data centers, virtualization, networking, security, and MSP-scale operations — now building autonomous AI agent infrastructure. I design and operate agent systems in production, not in slides: a self-hosted AI workforce platform plus the LLM-proxy, agent-security, and reliability layers beneath it. Deep across enterprise infrastructure and modern LLM/agent systems, with a track record of taking solutions from data-center builds to user endpoints.
Experience
Sprayberry Labs — Founder & AI-Infrastructure Engineer
2025 – Present
Self-hosted AI workforce platform & agent infrastructure · Greater Atlanta, GA / remote
- Designed and operate askalf, a self-hosted AI workforce platform — an autonomous agent fleet (intake → tickets → specialist agents → pull requests) that runs a software studio end-to-end, with shared memory, trigger-based dispatch, budget controls, and human-in-the-loop approvals.
- Built and govern an agent control plane that sits below the framework: put one firewall (redstamp) in front of four unrelated agent frameworks — CrewAI, LangGraph, OpenAI's Agents SDK, and Microsoft AutoGen — and governed each end-to-end (poisoned-tool strip, destructive-call block, tamper-evident audit) with no framework patches.
- Shipped the Own Your Stack agent-security stack: redstamp (deterministic offline action firewall — risk-tiered, blocks secret-exfil and prompt injection), strongroom (short-lived single-use secret leases; cut a live fleet's 132 inherited secrets to 13), truecopy (skill/MCP supply-chain gate), and fieldpass (governed agent browser). redstamp + strongroom run in enforce mode in production; the stack publishes to npm from tokenless CI via OIDC trusted publishing.
- Ran the supply-chain research behind the stack: poison-scanned 68,560 skills — all of ClawHub (66,541; the registry whose incident started the poisoned-skills panic), the full official Claude Code plugin directory, and nine community marketplaces — and stood up a daily CI tripwire re-verifying the official plugin directory (280 plugins at the August 2026 run) at pinned commits; built arena, an open agent-firewall benchmark scoring four rival firewalls on recall, precision, and determinism in CI.
- Built dario, an OAuth LLM proxy with a self-healing autonomous release pipeline (300+★, MIT), and deepdive, a research agent built on deterministic source-trust scoring.
- Hardened the open-source supply chain end to end: took dario to an OpenSSF Scorecard of 9.4/10 (14 of 18 checks a perfect 10, scored 2026-08-14) with a 100% OpenSSF Best Practices badge — signed, SLSA-attested releases, tokenless npm publishing from CI via OIDC trusted publishing, fuzzing in CI, zero open security alerts — then rolled weekly Scorecard runs, signed releases, and hardened branch rulesets across every public code repository.
- Contributed a fix upstream to huggingface_hub — the client library the Hugging Face ecosystem (transformers, datasets) depends on: diagnosed a Windows long-path bug where the extended-length-prefix guard engaged only above 255 characters while directory creation already fails at 248, closed the 248–255 gap, and added a parametrized Windows regression test; merged by the maintainer on the first pass (PR #4546).
- Diagnosed and fixed real production incidents: a four-day silent embedding-model outage (added a model-presence guard); a class-level shell command-injection fix; an LLM proxy silently corrupting code in transit, proven with a live A/B. Author a public engineering blog (30+ posts), every claim linked to a real PR.
Century Solutions Group — Solutions Architect & Tier 3 Team Lead
09/2019 – Present
Managed-services provider · Tyrone, GA
- Solutions Architect for all client systems installs and upgrades — full-service architecture from data-center builds to user endpoints.
- Technical lead for all project-based installations: SAN, switches, wireless, firewalls, and servers.
- Tier 3 team lead across the service and project teams, providing escalation support and root-cause resolution.
Hanes Brands Inc. (contract) — Lead Migration Engineer
11/2018 – 06/2019
Enterprise IT infrastructure migration · Atlanta, GA
- Architected the complete IT-infrastructure migration of Atlanta-based Alternative Apparel after its acquisition by Hanes — researched, scoped, timelined, and coordinated the full plan.
- Managed a team of 22 engineers to migrate all servers, workstations, and applications from a Peak 10 data center to Hanes' proprietary data center; primary lead for all technical and logistical issues; completed the full Office 365 tenant migration.
CorrectHealth — Systems Engineer & IT Architect
09/2016 – 11/2018
Healthcare services · Atlanta, GA
- Evaluated the infrastructure for survivability, security, accessibility, and performance, then built an IT roadmap aligning business and IT strategy (costs, lifecycles, processes).
- Led a data-center migration end to end, and architected + implemented the full IT infrastructure for a new 400+ user subsidiary (blueprinting, construction, procurement, install, test).
- Streamlined operations with ticketing, monitoring, spam/AV, patch management, and backups; provided Tier 3 support with root-cause analysis and change management.
OnsiteRIS — Tier 3 Systems Engineer
08/2015 – 08/2016
Managed-services provider · McDonough, GA
- Level 3 support of server, virtualization, storage, network, and firewall for 100+ clients (5 to 5,000+ user environments).
- Led planning and implementation of a large-scale PCI-compliance project for a major restaurant chain; ran growth-coaching sessions to level up Tier 1/2 engineers.
Orion Technology Services — Data-Center Architect
01/2014 – 10/2014
Service-provider data center · Atlanta, GA
- Co-designed a service-provider data center supporting 8 locations and 2,032 tenants — pod design for resource optimization with full mobility, HIPAA/PCI compliance, and tenant isolation.
- Designed a low-cost storage platform: 270 TB raw in a 4U form factor with inline compression, dedup, and encryption at rest. Helped architect a deployment system upgrading 2,000+ XP machines (1,000 VDI sessions in VMware).
IT Authorities — Cloud & Hosting Engineer
10/2012 – 01/2014
Hosting & cloud services · Tampa, FL
- Engineered and implemented hosting and cloud services — built an HA public vCloud stack (vCloud Director, clustered vCenter with heartbeat, MS-SQL cluster, AD, internal CA, load balancers, Orchestrator automation, Chargeback, vShield Manager).
- Led the migration from vSphere 4.x to 5.5.
Earlier Roles
Providyn — MSP Infrastructure Consultant, Atlanta, GA · 10/2014 – 05/2015 — ITIL/process transformation, vCIO and managed-services best-practice consulting (ticketing, triage, vendor & change management, SLA metrics, asset management).
OnsiteRIS — Systems Engineer, McDonough, GA · 10/2011 – 10/2012 — client-environment assessments, executive documentation, and remediation planning as subject-matter expert.
Century Solutions Group — Network & Systems Support, Tyrone, GA · 08/2010 – 10/2011 — managed firewalls + global management, IP addressing, routing, VPN, LAN/WAN, T1, and security assessments across all client networks.
MyrtleTech — Network Engineer, Newnan, GA · 09/2007 – 08/2010 — 70+ client networks; WAN/LAN security and auditing, router programming, server setup; SonicWall firewalls + Sonic GMS.
Coweta County School System — IT Intern, Newnan, GA · 08/2005 – 09/2007 — network maintenance, computer repair, and repair documentation.
Selected Projects
dario — OAuth LLM proxy + self-healing release pipeline (300+★, OpenSSF Scorecard 9.4).
/dario
redstamp / strongroom / truecopy / fieldpass — agent-security stack (redstamp+strongroom enforced in prod).
/redstamp
deepdive — trust-by-construction research agent.
/deepdive
Skills
AI / Agents Claude Agent SDK, Model Context Protocol (MCP), multi-agent orchestration, LLM proxying, agent security, prompt-injection defense, embeddings & RAG (pgvector)
Virtualization / Cloud VMware (vSphere, vCloud Director, vCenter, vShield), VDI, Docker & Compose, Cloudflare (Pages / Workers / Access / Tunnels)
Infrastructure / Network data-center design & builds, SAN & storage, SonicWall / Palo Alto firewalls, routing / VPN / LAN-WAN, AdTran; PostgreSQL, Linux, Microsoft & Office 365, self-hosted CI/CD
Ops / Compliance MSP & Tier-3 leadership, ConnectWise / LabTech (RMM/PSA), monitoring / patch / backup, root-cause analysis & change management, HIPAA & PCI compliance, supply-chain security (OpenSSF Scorecard, SLSA provenance, Sigstore)
Languages TypeScript / JavaScript, Python, PowerShell / Bash
Certifications
Microsoft Certified Professional
VMware Technical Sales Professional 5
Certified SonicWall Security Administrator
Palo Alto Certified Endpoint Protection
AdTran Certified Technical Associate
ConnectWise Certified Professional
LabTech Certified Professional+
Links
GitHub · Portfolio · Engineering writing (30+ posts)