Apps, software and AI
Practical ideas about app development, digital products, artificial intelligence, agents, automation and integrations.
SaaS onboarding does not end when someone finishes a welcome tour. It starts working when they complete a task that moves their work forward. Learn how to define that moment, find drop-off points, and measure improvements without adding unnecessary steps.
Internal approval automation can shorten handoffs, but poorly designed flows may hide decisions, grant excessive access or strand exceptions. Learn how to set clear ownership, permissions, escalation paths and an audit trail before rolling out.
A practical pre-launch checklist covering permissions, device testing, app store listings, crash monitoring, and support for iOS and Android releases.
When a client portal and ERP show different data, rerunning the sync may hide the cause or make matters worse. Trace field ownership, update timing, integration failures and manual edits before deciding what to fix.
A practical guide to payment states, confirmation and error recovery in a mobile app. Learn which choices belong to the product team, which depend on the payment provider, and what to test before launch.
When an assistant answers similar questions differently, switching models may not solve the problem. Learn how to trace issues across instructions, context, data and integrations, then test fixes that match the cause.
An internal agent can gather information and prepare work, but it needs firm boundaries before it accesses systems or changes records. This practical guide covers scope, ownership, permissions, testing, measurement, and a limited rollout.
After launch, feature requests, bugs, and new ideas compete for the same development time. Learn how to weigh observed problems, user feedback, technical effort, and product goals when deciding what to build next.
An offline mobile app needs more than cached screens. Learn what to keep on the device, how to sync pending work, and how to handle conflicting edits when connectivity returns.
Choosing between a real estate platform and custom software depends on how work gets done, which systems need to connect, and who will maintain the result. Use these criteria to compare options and test them before committing.
A practical approach to SaaS webhook integration, from durable intake and retries to idempotency, monitoring, testing, and a limited rollout.
Turn a digital product idea into a workable first scope by defining the problem, users, core workflow, exclusions, data needs, integrations and acceptance criteria before development begins.