Insights
Practical notes on software architecture, system modernization and AI-assisted engineering. New notes are published here first and shared on LinkedIn.
An idea becomes real when its first meaningful scenario works for someone who needs it: enough architecture to reduce uncertainty, a modular start, and room to evolve.
Start with the first meaningful scenario, enough architecture to reduce uncertainty, and room to evolve.
Oct 12, 2026 · 5 min readServer-Sent Events, separate command and event paths, and lifecycle isolation between workers, backend and browser.
Oct 11, 2026 · 9 min readProbabilistic, deterministic and hybrid execution paths, and a governance plane that decides approvals independently of model reasoning.
Oct 10, 2026 · 8 min readHarness engineering: explicit contracts, isolated environments, closed feedback loops and verification gates around coding agents.
Oct 10, 2026 · 8 min readSpecify intent, establish domain language and build verification in before delegating work to a coding agent.
Oct 7, 2026 · 8 min readWhy context and container views come before technology choices.
Reading time on publishHow constraints change when a system already runs the business.
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