Thinking about AI, business & systems.
Editorial notes on automation, agents and the business of building leverage. Direct, opinionated, and built to make you reconsider how your business actually works.
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Search across all 100+ deep-dive insights on AI automation, agent systems, and operational leverage.
The future of business automation in 2026: From point tools to ambient engines
Point-to-point Zapier workflows are being superseded by ambient event-driven systems that anticipate business needs before human intervention.
The agentic firm: How a 10-person company operates with the output of 100
Headcount is no longer the primary proxy for enterprise output. Explore the operational architecture of lean, highly leveraged agentic enterprises.
Zero-downtime migration of core automations in revenue operations
Migrating mission-critical billing and lead automations without dropping events requires shadow deployments and dual-run validation pipelines.
The enduring craft: Why taste and curation matter more than ever in 2026
When synthetic generation makes mediocrity instant and infinite, true human mastery, refined aesthetic taste, and editorial curation become priceless.
The self-auditing business: Systems that detect their own inefficiencies in 2026
Instead of waiting for annual consulting audits, modern business systems continuously observe their own operational data and surface automated optimization proposals.
Autonomous invoice reconciliation agents: Handling messy vendor discrepancies
Vendor invoices arrive in wildly varied PDF formats with missing line items. Learn how multi-modal agents automate accounts payable reconciliation.
Replacing ad-hoc Slack requests with structured asynchronous dispatch
Casual chat pings create disorganized operational backlogs. Learn how to transform conversational requests into structured, trackable work pipelines.
The capital allocation mindset in operational AI investments
Investing in AI without clear hurdle rates is speculation. How disciplined founders evaluate systems investments like seasoned capital allocators.
The modular company: Building swappable business capabilities
Monolithic organizations freeze when markets shift. Learn how to architect your business as a collection of swappable, API-driven modular capabilities.
Managing agent state across asynchronous human approvals
When an agent pauses to wait for a human manager's review, how do you preserve its execution context without keeping servers alive? Learn durable orchestration.
The mathematics of automation ROI: Calculating cognitive overhead saved
Traditional ROI formulas only measure hours saved, ignoring the massive hidden cost of context-switching and cognitive fragmentation. Here is the real formula.
The compounding twenty-year game: Entrepreneurship as a spiritual practice
Short-term hustling burns out the soul. When you treat business as a long-term compounding game, operational excellence becomes a form of self-realization.