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Notes

My thoughts aloud.

Apr 20, 2026 Are we now just bystanders while AI takes over? AI is turning the internet into a loop of machines talking to machines, writing emails, reviewing code, and deploying systems with little human input. Our value is no longer in typing faster than the bots, but in judgment: deciding what should be built, why it matters, and where it should go.

Apr 5, 2026 Software Engineering is Just Advanced Damage Control. What actually separates a senior engineer from the pack? It’s not just writing features; it’s error handling. It’s optimizing a system to fail gracefully. Think about the lifecycle of a single request. When it depends on an external network call, do you just try it once, throw an error, and hope the user hits refresh? Or do you build in idempotent retry mechanisms and handle downstream server failures? What happens if a database connection drops mid-query? What’s the fallback when the DB is enti

Apr 2, 2026 The Shipping Anxiety of AI-Generated Code I’ve never quite bought into the hype of the "zero-oversight" AI developer. If you spend five minutes on tech social media, you’ll see developers bragging about giving Claude or Gemini full access to their codebase. They talk about letting the AI write entire features, merging the pull requests, and moving on without a second thought. But honestly? I still haven't gotten over the feeling that the AI is eventually going to mess me up. I tried it once, letting AI completely handle a non-critical f

Jan 7, 2026 How I Migrated 170k Users from PHP to Node.js Without Stopping the World Migrating a system with 170,000 users isn’t about clever rewrites; it’s about not breaking trust. This post covers how I moved a legacy PHP/MySQL platform to Node.js and PostgreSQL, kept both systems in sync, and scaled performance without downtime.

Jan 5, 2026 Why I built Voltax: Unifying the African Payment Stack I built Voltax to be the "universal payment adapter" I always wished I had. It’s an open-source, strictly typed SDK that abstracts the chaos of African payment gateways behind a single, unified interface.

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Thoughts on architecture, fintech, and building for African markets — delivered when I publish, not on a schedule.