Harness Engineering: How AI Development Earns Its Place in Regulated Software
The agent generates; the harness decides what counts. In regulated domains, harness engineering is the discipline that turns a stochastic coder into an auditable one.
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The agent generates; the harness decides what counts. In regulated domains, harness engineering is the discipline that turns a stochastic coder into an auditable one.
Golden tests and runtime conformance probes guard different lifecycle stages — together they make spec drift visible before and after merge.
When the spec is the source and the agent is the compiler, drift becomes the new bug class — and every classical role has to retool around it.
The Process Manager pattern gives long-running business workflows an explicit, stateful home — and Temporal is the infrastructure that makes that state durable without leaking into your domain.
A part-by-part deep dive into event sourcing through five myth-busting articles.
A practical look at when event-driven patterns solve real problems, and when they add unnecessary complexity.
Why each microservice should own its data store, and the real costs of enforcing that boundary.
A systematic breakdown of caching patterns, their consistency guarantees, and the failure modes you need to plan for.
How to maintain a traceable record of architecture decisions that satisfies compliance requirements without drowning your team in documentation.