Long-form essays from the engineers shipping AI inside payers, hospitals, energy operators and proptech platforms. Written for technology leaders who care more about what runs in production than what trended last week.
A booking made should update availability, housekeeping, revenue, loyalty, and the channel managers at once. Event-driven architecture keeps hospitality systems in sync without a fragile chain of…
A payment authorized should trigger ledger, fraud scoring, notifications, and reconciliation without a fragile chain of calls. How event-driven architecture keeps fintech flows consistent and…
Meter readings, grid telemetry, and outage signals arrive constantly and out of order. Event-driven architecture lets energy systems react to what happened without a brittle chain of calls.
When one order placed should trigger inventory, fulfillment, loyalty, and analytics, event-driven architecture beats a chain of direct calls. How events keep retail workloads decoupled at peak.
Why API-first is the precondition for a real estate platform where portals, listing feeds, and AI agents consume your data. Designing the contract first for reliable syndication.
Why API-first is the precondition for a fintech platform where partners, open banking, and AI agents depend on a stable, secure, auditable contract. Designing the contract before the code.
Why API-first is the precondition for a SaaS platform that partners and AI agents can build on. Designing the contract first so integrations and the ecosystem rely on a stable surface.
How healthcare teams modernize an aging patient app without breaking trust or care. Assess honestly, migrate incrementally, roll out gradually, and protect the experience and reliability.
How hospitality teams modernize an aging booking app without breaking guest trust. Assess honestly, migrate incrementally, roll out gradually, and protect the experience around the clock.
How retail teams modernize an aging shopping app without hurting conversion. Assess honestly, migrate incrementally, roll out gradually, and protect the experience through peak.
The rewrite-versus-refactor decision for fintech, where the code encodes money logic and compliance you cannot afford to lose. A framework weighing embedded value, rewrite cost, and refactoring.
The rewrite-versus-refactor decision for SaaS, where you cannot take the product down and every tenant is live. A framework weighing embedded value, rewrite cost, and the refactor path.
How retail teams treat tech debt as a portfolio, paying down the debt that threatens peak-season reliability and conversion, and carrying the cheap debt deliberately.
How SaaS teams treat tech debt as a portfolio, paying down the debt that drags velocity and margin across a shared codebase and carrying the cheap debt deliberately.
How retail teams use AI to migrate legacy commerce code without changing the pricing and promotion logic. Capture behavior, migrate incrementally, and prove equivalence before peak.
How energy teams use AI to migrate legacy operational code without changing behavior that runs the grid. Capture behavior, migrate incrementally, and prove equivalence safely.
How healthcare teams use AI to migrate legacy code without changing clinical logic. Capture behavior, migrate incrementally, and prove equivalence for safety and compliance.
How fintech teams use AI to migrate legacy code without changing the money logic. Capture behavior, migrate incrementally, and prove equivalence for correctness and compliance.
AI does not just speed up coding in energy; it reweights the whole lifecycle toward verification and operational safety. What changes in plan, spec, generate, verify, ship, and operate.
AI does not just speed up coding in healthcare; it reweights the whole lifecycle toward verification, safety, and compliance. What changes in plan, spec, generate, verify, ship, and operate.
AI does not just speed up coding in SaaS; it reweights the whole lifecycle. What changes in plan, spec, generate, verify, ship, and operate for a multi-tenant product that ships constantly.
What senior SaaS engineers delegate to an AI pair and what they never do. A division of labor that keeps multi-tenant architecture and quality decisions in expert hands.
When AI writes half the diff in fintech, review breaks, and a missed defect is real money. How to layer automation, AI triage, and human sign-off so quality and compliance hold.
When AI writes half the diff in a shared SaaS codebase, review breaks. How to layer automation, AI triage, and human gates so quality holds across every tenant.
One long-form essay every other Wednesday. Written by the engineers shipping production AI for our clients, not by a content team. No promotional emails. Unsubscribe in one click.
