Tools I ship, talks I give, and the local community I run. Built in public, for the people who keep production running.
End-to-end encrypted secret sync
Sotto syncs secrets across a team with end-to-end encryption. Values are encrypted on your machine before they leave it, and decrypted only on your teammates' machines. The server stores ciphertext it cannot read.
Encrypt locally, Sync ciphertext, Decrypt on devices, One-time shares...
Open-source AI SRE agent
Contributing to OpenSRE, an open-source AI SRE agent framework for incident response. An AI agent project for teams who want diagnosis and fixes grounded in evidence.
Incident response, Evidence first, Open source...
Autonomous SRE incident response
An open-source AI-powered DevOps agent that monitors, diagnoses, and fixes incidents across an infrastructure stack automatically. Built for SRE teams who want to reduce toil and improve MTTR.
Alert intake, Evidence collection, Grounded analysis, Safe execution, Two-stage verification, Auto-documentation...
AI that speaks Africa
AI infrastructure for African languages: GPU compute, containerised model serving, and production MLOps so the models can run outside a notebook.
GPU compute, Model serving, MLOps...
I'm speaking at the next Luton Connect meetup. Free, 20 seats. Tech careers, AI, security, and how to start, Saturday 10 October, 10:00 to 12:00.
Event details →A real incident: reducing storage across a 142-server fleet, an automation script that skipped one critical step, and the ~700GB of production data that paid the price. Automate the work, never automate the thinking.
Event details →A free online meetup I hosted on breaking problems down to their core truths, instead of memorising steps, tutorials, or whatever is trending.
Event details →A community session on why conceptual thinking makes you more hireable than tool knowledge. Concepts are the map. Tools are just one route.
Event details →I founded and run a local Meetup community for learners, builders, creators, and professionals passionate about cloud computing, DevOps, AI, cybersecurity, music, and personal growth. The goal is simple: bring curious minds together to learn, share knowledge, collaborate on projects, prepare for certifications, and build real connections, whether you're a beginner, an experienced engineer, an artist, or just someone who wants to meet like-minded people in Luton.
The group runs workshops, study sessions, social events, and discussions that go beyond tech alone. Non-technical members are just as welcome as engineers. I'm also in the process of applying for official AWS User Group Luton status, bringing structured, all-levels (100/200/300) AWS content to the local area.
Contributing to an open-source AI SRE agent framework.
Supporting Checklos, a marketplace connecting African makers of handmade goods with buyers worldwide.
Science and Technology volunteering, supporting Africa-focused talent development.
Delivered AWS training and facilitated cloud workshops for about 35 community practitioners.
Volunteered on Nubytes, an AI-powered practice management platform for small and medium law firms.
Trained and mentored 50+ people in Cloud, DevOps, and security.
Why building security into the software development lifecycle from day one, not bolting it on at the end, matters more than ever in DevSecOps, cloud, and government systems.
A real incident walkthrough: recovering a production application in minutes when the CI/CD pipeline itself went down, using ECS as the fallback path.
The five most common (and costly) mistakes teams make during cloud migration, and practical ways to avoid each one.
Behind the infrastructure of TerngiAI: GPU compute, containerised model deployment, and what it takes to build AI infrastructure for African languages.