// SYSTEMS LENS 101 · 5 MODULES · CERTIFICATE
Read infrastructure like a living system.
Open a module, absorb the three ideas, mark it complete, then push past the text with the sparring brain. Finish all five, pass the assessment, and the certificate is yours.
1
The body twin ▾Your utility has vital signs. Learn to read a static KPI versus a living curve.
- A static KPI is a 1985 physical: one reading a year, filed away. A cybernetic KPI is a continuous glucose monitor: the trend, and the trend's answer to your intervention.
- The Curve Test, four steps on a napkin: name the vital sign, draw the baseline, spend then watch the curve bend, feed the answer forward.
- Body twins make boards see: non-revenue water is internal bleeding, infiltration is fluid overload, pollutant loads are cholesterol.
🔗 From the graph: essay Your Capital Plan Needs a Glucose Monitor + the Curve Test framework page
2
Data before AI ▾Fifty steps back, five hundred forward. Why naming the pump is the whole game.
- Pouring AI on fragmented data gives you a faster mess. AI is the payoff, not the starting line.
- The step back is boring and it is everything: agree what to call the pump, standardize the tags, clean the asset register. A meeting, not a capital program.
- No autonomy on ground you have not checked: pilot and learn, but do not hand an agent a live process that lives in one retiring operator's head.
🔗 From the graph: essay Fifty Steps Back, Five Hundred Steps Forward + positions
3
The weakest chain link ▾Resilience is the minimum, not the average. The aquifer never saw the map.
- A region that celebrates its strongest city while its smallest cannot collect revenue has built a brochure, not resilience.
- The aquifer is a bloodstream; thirty-four cities are organs sharing it. You cannot be a healthy body with a failing kidney.
- The first intervention for a weak link is capacity, not capital: shared procurement, a borrowed engineer, a common data practice.
🔗 From the graph: essay The Chain Has a Name + the alleyway story
4
Regulate like it's not 1955 ▾Merge, connect, retire. The Triple Bottom Line of Regulations, on a napkin.
- We only ever add rules; we almost never merge, connect, or retire them. If you cannot measure why a regulation exists, that is a signal.
- Laws by PDF in a world running on real-time data is the biggest disconnect: the inspector was the sensor, and the sensor ran once a year.
- Test every regulation against health, business, and environmental impact, each with a cost-benefit map, a feedback loop, and a time-bound review.
🔗 From the graph: essay We Regulate Like It's 1955 + Field Case: Cheyenne
5
Humans and agents ▾You can delegate the task. You cannot delegate the accountability.
- A chatbot answers; an agent acts. An agent mislabeled as a co-worker is a delegation of decisions.
- Three risks nobody prices in: judgment atrophies, responsibility diffuses, and the manager becomes the bottleneck the agents were supposed to remove.
- Every agent deployment names the human who owns its output. Not the team. A name.
🔗 From the graph: essay Your New AI Co-Worker Cannot Be Fired