AI, systems, and the review economy
Start here if you care about coding assistants, forward deployed work, and where human judgment still carries the real weight once generation becomes cheap.
Generation is cheap. Review, hardening, and accountability are where the work gets real.
- 20 Insights on Jobs and AI-Driven Vibe Coding
- The Review Bottleneck Is the Real Cost Center in AI Teams
- AI Gets Better Inside a Product Loop, Not Outside It
- AI-Native SaaS Is an Intelligence Layer, Not a Feature Shell
- AI-Native Products Should Sell Completed Outcomes, Not Feature Access
- In AI-Native SaaS, Speed Is a System Capability, Not a Team Slogan
- AI Needs a Harness Before It Needs Autonomy
- Designing Workflow Memory Before You Add More Agents
- Automation Does Not Remove Judgment. It Reassigns It
- Orchestration Is a Product Surface, Not a Backend Detail
- Design the Escalation Layer Before You Add More Agents
- Product Design Capabilities Change When AI Enters the Core Loop
- The Review Bottleneck Is the Real Cost Center in AI Teams
- Judgment Is the Scarce Product in Code Review and Curatorial Work
- Workflow Theater vs Workflow Gain
- What Looks Like Automation Is Often Unowned Judgment
- Every Useful AI Workflow Is a Negotiation Between Probability and Control
- What Survives After the Tool Changes