Engineering Autonomous Agents in Production: 7 Architectural Lessons from 50M Executions
Why naive ReAct loops collapse in enterprise environments and how state-gated multi-actor graph systems solve deterministic tool execution.
Read article →Research & innovation
Better questions. Useful discoveries.
Connect AI, cybersecurity and digital practice with challenges in Tanzania and the wider region. Explore ideas in the academy journal or bring a research question to our team.
Kahama Campus, Shinyanga, TanzaniaSAUT Affiliated AcademyOfficial Institutional Registry
Research interests
Technology, evidence and society.
Our academic domains connect responsible AI, security and digital evidence with governance, privacy, education and communication. A productive collaboration begins with a defined question, access to appropriate evidence and a clear intended benefit.
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Discuss expertise, responsibilities, milestones and publication arrangements with the academy.
Digital Forensics & Incident Response in Sub-Saharan Mobile Financial Networks
An empirical investigation into SIM-swap fraud vectors, USSD protocol interception, and verifiable ledger audit trails across East African telecoms.
Read article →Next.js 15 Partial Prerendering (PPR) Under the Hood: Zero-JS Shells with Instant Streaming
A deep technical teardown of Partial Prerendering, HTTP 103 Early Hints, and RSC Flight Streams in React 19.
Read article →eBPF-Powered Kernel Telemetry: Stopping Zero-Day Container Escapes Before Syscalls Return
How modern DevSecOps teams use eBPF kprobes and tracepoints to intercept anomalous container executions at microsecond latencies.
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