Hi, I'm Tom. I build AI agents.
A running log of the agents and automation projects I design, build, and ship myself — equal parts engineering and hobby.
About Me
After 18 years in the Royal Marines — including operational logistics and specialist vehicle operations — I've swapped ranks for repositories. I'm now building Flint Agentic, designing practical AI agents that handle the repetitive work so businesses can focus on what actually needs a human touch. The same things that mattered on operations still matter here: discipline, clear communication, and getting the job done properly rather than just quickly. Outside of work, you'll find me out running, sketching, or watching Bolton Wanderers do their best to keep me on my toes. It's the same mindset in a different kit — showing up consistently, paying attention to detail, and enjoying the process as much as the result.
A Few Agents I've Built
SOC Analyst Agent
A modular alert-triage pipeline for SOC teams, rebuilt on the OpenAI Agents SDK. Groups raw alerts into incidents, enriches them with IP reputation and threat-intel context, then classifies severity, explains its reasoning, and proposes containment actions that require explicit human approval.
View on GitHub →Lead Handler
Captures and spam-filters enquiries from the flintagentic.co.uk contact form, logs genuine leads to a spreadsheet, and pushes an instant phone notification the moment a real prospect gets in touch.
View on GitHub →Sentinel AML
An agentic anti-money-laundering investigator. It works compliance alerts itself — running OFAC sanctions screening and Companies House lookups — then produces a structured decision, confidence score and audit-ready narrative on a web dashboard.
View on GitHub →FAQ Agent
A CrewAI-powered customer service agent that answers strictly from a defined knowledge base and hands off anything outside it to a human, so it never invents an answer.
View on GitHub →Insurebot
An AI agent that takes an inbound broker submission and turns it into a clean, structured summary for an underwriter — extracting the key risk fields and flagging anything missing.
View on GitHub →FPL Form Player Picker
Checks the Fantasy Premier League API each gameweek, finds in-form players facing one of the bottom three teams, and pushes a ranked shortlist straight to your phone before the transfer deadline.
View on GitHub →Ask Flint
Curious about a service, my background, or want to get in touch? Ask below.
News & Updates
SOC Analyst Agent rebuilt on the OpenAI Agents SDK
Swapped out the original SOC Analyst Agent for a rebuilt version on the OpenAI Agents SDK. It keeps the same triage, threat-intel and investigation specialists, and adds a human-approved containment workflow plus an offline evaluation suite.
Fixed a bug in the Ask Flint chatbot
The chatbot was crashing on every message due to an outdated library setting. Tracked it down, fixed the code and redeployed — Ask Flint is back up and answering questions.
Insurebot joins the lineup
Added Insurebot to the projects list — an agent that turns inbound broker submissions into clean, structured underwriter summaries, flagging any missing risk fields.
Flint Agentic site goes live
Launched flintagentic.com — a hand-built home for Flint Agentic with an Ask Flint chat assistant, a running log of every agent shipped, and short weekly updates on what's next.