Agentic engineering · Architecture · Security
Ship faster with AI coding agents — without losing control.
I help Kenyan fintech and engineering teams adopt AI agents safely: with the guardrails your regulators expect, the architecture discipline your systems need, and metrics that prove it works.
- Azure Fundamentals
- Azure AI Fundamentals
- Microsoft Global Hackathon 2026
- Microsoft Global Hackathon 2022
The gap
Most teams are somewhere between “banned” and “chaos”
Engineers are already using AI — unofficially
Code, customer data and credentials may be flowing into tools nobody has approved. That is a Data Protection Act and audit problem waiting to surface.
You bought licences, but not results
Autocomplete in the IDE is not a strategy. Without workflows, context and review practices, the productivity gains stay anecdotal.
AI-generated code erodes your architecture
Agents copy whatever patterns they find. Without guardrails, six months of fast shipping can leave you with a codebase nobody wants to own.
How we work
Guardrails first. Then speed.
- 01
Assess
Baseline your delivery metrics, security posture and codebase readiness.
- 02
Guardrails
Policies, permissions, sandboxing and CI checks — before agents touch production code.
- 03
Pilot
Embed with one team, establish workflows, and measure the difference.
- 04
Scale
Roll out with training, internal champions and a playbook your team owns.
Where to start
Fixed-scope engagements with clear deliverables
AI Engineering Readiness Assessment
A fixed-scope review of your tooling, codebase, security posture and team skills — and a clear roadmap for adopting coding agents safely.
- Current-state review of SDLC, CI/CD and code-review practices
- Data-protection and secrets-exposure risk review for AI tooling
- Codebase agent-readiness score (tests, docs, modularity)
Agentic Coding Pilot
We embed with one team, set up agents with proper guardrails, and measure the before-and-after so you can decide on rollout with real data.
- Agent tooling configured with permissions, hooks and sandboxing
- Team conventions: context files, skills, review workflow
- CI checks for AI-generated code (security scanning, tests, policy)
All services, including workshops, reviews and fractional architect →
Not sure where to start?
Book a free 30-minute call. We’ll talk through where your team is today and whether an assessment or pilot makes sense — no sales pitch.