Topic · ai
AI agents
Agents in real enterprise environments — routing, permissions, tooling and the unglamorous work that decides whether one ships.
Notes
8 published
008Saudi Arabia is an interesting place to build enterprise AINot for the reasons usually given. The interesting parts are the constraints — data that will not move, Arabic as a first-class requirement, and buyers who ask hard questions early.OPINION · 3 MIN007What I actually use AI for as a technical founderA practical list, including the parts where it does not help and the places I have decided not to let it near.FOUNDER NOTE · 2 MIN006The best architecture is sometimes hybrid: local + cloud AIHybrid is usually the right answer and usually implemented badly — arrived at by accident rather than designed, which gives you the costs of both and the clarity of neither.SYSTEM NOTE · 2 MIN005Local AI vs cloud AI: what actually makes sense for Saudi companies?The comparison usually gets made on price, which is the least interesting axis. Here is how the decision actually breaks down, including when the honest answer is cloud.AI NOTE · 4 MIN004Why I'm interested in Mac minis for local AI deploymentsA small machine on a shelf is a genuinely viable AI deployment target now. Here is what that is good for, and the parts people leave out.BUILD LOG · 2 MIN003"No source, no claim" should be the default for high-stakes AIIn legal, compliance and finance, a confident wrong answer costs more than a refusal — and unlike a refusal, it does not announce itself.OPINION · 3 MIN002AI agents are easy to demo. Production agents are different.The demo works because you chose the input. Production is where an agent meets a permissions model, a flaky API and someone who will not read the output carefully.AI NOTE · 3 MIN001The architecture behind a source-grounded legal AI assistantRetrieval as a gate rather than a hint, citations carried as data rather than text, and why corpus preparation matters more than model choice.SYSTEM NOTE · 2 MIN
Work
001MyAdvisor.aiAn Arabic-first legal AI platform for Saudi and international business law, built on one rule — no source, no claim.LEGAL AI
IN DEVELOPMENT→002MyAdvisor.ai Due DiligenceThe due-diligence module — built to produce evidence a lawyer can check, not answers they have to trust.LEGAL AI · DUE DILIGENCE
IN DEVELOPMENT→003Local AI & agent infrastructureRunning AI agents on local hardware for real business workloads, and working out where that genuinely beats the cloud — and where it does not.AI INFRASTRUCTURE
ACTIVE→
IN DEVELOPMENT→002MyAdvisor.ai Due DiligenceThe due-diligence module — built to produce evidence a lawyer can check, not answers they have to trust.LEGAL AI · DUE DILIGENCE
IN DEVELOPMENT→003Local AI & agent infrastructureRunning AI agents on local hardware for real business workloads, and working out where that genuinely beats the cloud — and where it does not.AI INFRASTRUCTURE
ACTIVE→