Product strategy, user research, pricing frameworks, growth loops, onboarding optimization, and the craft of building products people genuinely need.
71 articles
Agents fail the same way distributed systems fail: retries, partial writes, and missing audit trails. A control plane turns “cool demo” into reliable execution.
Tariq Hasan
Summaries are cheap. Actions are risky. This is the stack teams need to ship AI that executes real workflows with auditability, cost control, and user trust.
Elena Rostova
If you can’t replay an AI answer, you can’t defend it to security—or fix it for users. 2026 rewards teams that treat AI like software with costs and controls.
Jessica Li
The interface is shifting from navigation to delegation. If your agent can’t act safely—and show its work—you’re shipping a demo, not a product.
Jessica Li
Chat is the easy part. The hard part is letting an AI change real systems—without surprise costs, security blowups, or un-auditable actions.
Elena Rostova
The agent demo isn’t the product. The product is budgets, permissions, traces, and rollback—so customers can let automation run without babysitting it.
David Kim
If your “agent” can’t explain every tool call, cap spend per task, and fail safely, you didn’t ship a product—you shipped a demo.
David Kim
A chat box is a UI. An agent is a production system. In 2026, the teams that win treat AI like money-moving software: scoped permissions, traceability, and unit economics.
James Okonkwo
If your agent can’t show its work, cap its spend, and undo damage, it’s not a product—it’s a support ticket waiting to happen.
Tariq Hasan
Agent launches fail for predictable reasons: no gates, no traces, no budget. Here’s the AX stack and the rollout pattern that keeps autonomy safe and profitable.
Alex Dev
If your agent ships as a chat transcript, it’s a demo. Buyers want task state, receipts, approvals, and cost caps before they’ll let it touch real systems.
James Okonkwo
Agents fail in three ways: wrong action, wrong timing, or no justification. Design your product stack around preventing those failures—before you ship autonomy.
James Okonkwo
Agent demos are cheap. Operating agents inside real systems of record isn’t. Ship one workflow with constraints, verification, and audit trails—or don’t ship it.
David Kim
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