Cengkuru Michael

Visual essays.

Not posts. Each one is a scene you operate: a model to run, a simulation to break, a query that fails in your hands. Flagship essays demonstrate the method. Field notes and case studies keep the cadence.

Lane 11 pieces
Topic
Operable argument
AI Agents Don't Buy Tokens
Drag your own retry and success numbers through the calculator, watch the ranking flip, then earn a cost strategy on the measurement gate.
Jun 30, 2026Enter →
Chain of public trust
When a Project Becomes Public
Follow one red survey line as it turns a project into something followable, readable, trusted, measured, and acted on. Ends on a live query any citizen can re-run: 28.5% single-bid on Uganda's GPP.
Jun 29, 2026Enter →
Decision gate
The Door Is Not the Verdict
Open the Transparent Project door and apply six tests. Good by what measure?
Jun 27, 2026Enter →
Field instrument
The Road May Be Complete. The Record Is Not.
Query 162 Malawi projects the way you would verify a finished road. Watch the evidence fail after award.
Jun 25, 2026Enter →
Visual essay
PPPs: The Contract Inside the Dam
Open the project-finance machine inside a public-private partnership.
Jun 16, 2026Enter →
Operable data model
The Name on the Certificate Is Not the Owner
Follow one bright line from a company certificate down to a human being and learn BODS by operating it.
Jun 14, 2026Enter →
Documentary photo essay
After the Award
Follow one bright data line through Uganda's upgraded GPP, then run a real query on single-bid rates.
Jun 12, 2026Enter →
Investigative instrument
The Black Light for Public Money
Join procurement to ownership data and watch the record name a person, not only a company.
Jun 1, 2026Enter →
Living social atlas
Once a Ngonian
Drag a 3D chamber of 189 alumni; step into six rooms of conversation; watch a school network become adult infrastructure.
Jun 1, 2026Enter →
Scrollytelling
Three gates, or you have shipped a draft
Kampala, 143 officers, the question that broke a year-old assumption.
May 8, 2026Enter →
Simulation
The Portal Is Online. Diagnose Why It's Dying.
Make five architecture calls; watch a portal live or die across three years.
Mar 31, 2026Enter →