2 min read

The Builder Shift series #4: The Rise of Internal Builders

The most valuable internal builders are often operators who understand workflow judgment, exceptions, and adoption deeply. AI lets them replace abstract requirements with narrow, tested prototypes, while platform support and engineering help harden what deserves to survive.
2 min read

The Builder Shift series #3: The First Target Is Spreadsheet Ops

Spreadsheet-driven operations are often production workflows disguised as trackers, exports, and manual handoffs. They reveal unmet software demand but deserve diagnosis before replacement. The strongest targets combine repeated tasks with recurring human judgment and meaningful operational pain.
3 min read

The Builder Shift series #2: SaaS Was a Compromise

SaaS remains the right choice for mature, regulated, integration-heavy systems, but its generic workflows create costly shadow processes. AI shifts the build-versus-buy boundary toward custom workflow layers without making foundational vendor systems obsolete.
3 min read

The Builder Shift series #1

As AI lowers software creation costs, more operators can shape tools around their work. The scarce capability shifts from producing code to exercising taste, architecture, governance, maintenance, and judgment without creating a new generation of shadow IT.
Digest 7 min read

Daily Digest - 2026-05-02

AI’s immediate value lies in bounded assistance and background coordination, while autonomous business agents remain risky and immature. Beneath the software opportunity, power-delivery constraints increasingly determine how far the underlying infrastructure can scale.
3 min read

Automation series #10: The Automation Architecture Worksheet

Production readiness depends on decisions made before automation touches customers or systems. Defining outcomes, ownership, boundaries, risks, model jobs, controls, and review paths exposes weak architecture early, when it remains cheaper and safer to correct.
3 min read

Automation series #9: Failure Modes, Security, and Blast Radius

Automation will fail; sound architecture limits the resulting damage, detects mistakes quickly, and supports clean recovery. A practical failure taxonomy, least-privilege permissions, and controls for irreversible actions keep small errors from becoming organizational incidents.
3 min read

Automation series #8: Agents Inside Bounded Workflows

Agents become operationally useful when treated as constrained operators rather than autonomous employees. Narrow missions, scoped tools, explicit permissions, success criteria, logs, and stop conditions preserve their reasoning value while preventing uncontrolled action across systems.

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