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Practitioner observations on engineering, production AI, and the unglamorous parts of building software that holds up.
Ops teams weighing a custom build against a low-code platform keep comparing feature grids. The real question is how often the workflow changes and who ends up owning the integrations.
Most “multi-agent orchestration” is just a demo loop with vibes. Real systems treat agents like role-bound workers behind workflow contracts: strict inputs/outputs, deterministic handoffs, and failure semantics you can test.
Most teams that say they 'have AI in production' actually have a prototype with a confident name. The chasm between those two things is the most expensive misunderstanding in enterprise software in 2026.
Most of our notes start as a real client conversation. Tell us what you're stuck on; we'll write something useful even if we never work together.