Systems that ship,
and the decisions behind them.

Bank of Punjab needed real-time balance, withdrawal, transfer and alert notifications driven directly off core banking activity — reliably, at scale, with zero tolerance for wrong balances.

Integrate the IRIS transaction switch with the SMS engine event-driven, not by polling. Map switch events to notification triggers with formatting, delivery and account routing as separate concerns.

Sub-second alerts with no polling load on the core. Defensive handling of partial and duplicate transactions meant a wrong balance never shipped to a customer.

Hundreds of organizations needed end-to-end elections — onboarding, voter records, election setup, reporting — each with strictly isolated data, on one platform.

.NET 6 on Clean Architecture with DDD: election rules modeled as first-class domain concepts, independent of delivery and storage. Tenant boundaries enforced at the domain layer, not the query layer.

Per-tenant customization without forking logic. New organization onboarding became configuration, not development. Domain tests run without infrastructure.

Three smart-city platforms needed RESTful backends with clear domain separation, high availability, and room to grow independently — under aggressive timelines.

Modular .NET Core services over a shared kernel: each platform owns its domain, shares cross-cutting infrastructure (auth, logging, data access) instead of duplicating it.

~40% faster delivery across the three platforms through reuse; 99.9% uptime at 100K+ daily requests. Automated tests at 90% coverage cut bug reports by more than half.

A grocery business in Cyprus needed a consumer app and CRM handling real money — ordering, inventory, and payment processing — with a small team and no room for payment failures.

TypeScript/React front end over a hardened payment integration: idempotent order creation, explicit failure states, and reconciliation built in from day one rather than bolted on.

99.99% payment success on $500K+ monthly volume; 4.5/5 user rating from 10K+ users. CRM efficiency up ~35% after the TypeScript rewrite.

A terminal coding agent must read source, edit files and run shell commands. Executing those server-side means every user's proprietary code and shell access transit a third party — disqualifying for most teams. And a "plan mode" enforced by prompt instructions is a suggestion, not a safety property.

The server defines schema-only tool contracts and holds no implementations; the CLI executes them locally, sandboxed to the project root, and auto-continues the agent loop. Plan and Build modes swap the model's exposed toolset between read-only and full write/shell — enforced at the contract layer, not the prompt.

Source and shell access never leave the machine. The model cannot edit in Plan mode because no write tool exists to call. Token-metered billing rides on idempotent usage events with balance-gating before the model call.