https://cengkuru.com/ Essays, field notes, data investigations, and selected interactive projects on disclosure systems, procurement transparency, and decision infrastructure. en Wed, 30 Sep 2026 08:42:28 GMT cengkuru content-manifest https://cengkuru.com/essays/nobody-is-rewarded-for-finding-a-problem/ https://cengkuru.com/essays/nobody-is-rewarded-for-finding-a-problem/ Sun, 26 Jul 2026 00:00:00 GMT Who benefits when a problem is reported, and who bears the risk of naming it? In the disclosure programmes this essay draws on, publication cannot settle those incentives. It makes a problem knowable; acting on it is decided elsewhere. disclosure-systems infrastructure-and-procurement https://cengkuru.com/essays/the-moat-is-the-decision-layer/ https://cengkuru.com/essays/the-moat-is-the-decision-layer/ Thu, 16 Jul 2026 00:00:00 GMT A road contract, eighteen days before fiscal close. A model can optimise any objective you give it; it cannot decide which public objective deserves the authority, or answer for the consequences. Keep the facts fixed, change what better means, and watch the right call change. ai-and-decision-infrastructure https://cengkuru.com/essays/the-road-that-does-not-count/ https://cengkuru.com/essays/the-road-that-does-not-count/ Wed, 15 Jul 2026 00:00:00 GMT Two Ugandan expressways use different financing structures: a sovereign buyer's credit and a hybrid availability-payment concession. Loan-keyed comparisons can miss concession records or credit a financier's disclosures to a government. Three proposed boundary rules show how to test that distortion before scoring. disclosure-systems infrastructure-and-procurement data-standards-and-implementation https://cengkuru.com/essays/the-missing-meter/ https://cengkuru.com/essays/the-missing-meter/ Tue, 30 Jun 2026 00:00:00 GMT A router reads a price tag and picks the cheapest model. Then the receipt keeps printing: re-read context, schema error, retry, fallback, human repair. The real unit is cost per successful task. ai-and-decision-infrastructure https://cengkuru.com/essays/when-a-project-becomes-public/ https://cengkuru.com/essays/when-a-project-becomes-public/ Mon, 29 Jun 2026 00:00:00 GMT Publication is not the same as followability. Five links turn a visible project into a readable, testable, measurable one a citizen can act on, from disclosure to a real decision. disclosure-systems infrastructure-and-procurement data-standards-and-implementation https://cengkuru.com/essays/the-door-is-not-the-verdict/ https://cengkuru.com/essays/the-door-is-not-the-verdict/ Sat, 27 Jun 2026 00:00:00 GMT Transparency does not make a project good. It lets you find out whether it is. Six inspection tests and four distinct reasons a record cannot answer, anchored on a real OC4IDS field-level mapping. disclosure-systems data-standards-and-implementation https://cengkuru.com/essays/the-scanner-under-the-portal/ https://cengkuru.com/essays/the-scanner-under-the-portal/ Thu, 25 Jun 2026 00:00:00 GMT Malawi's public data marks six kilometres of the M12 to Ludzi road complete, at 1.3 billion kwacha, and the records that would let you check that claim are largely absent. Across 162 projects, measured progress is recorded for none. disclosure-systems infrastructure-and-procurement data-standards-and-implementation https://cengkuru.com/posts/the-second-infrastructure/ https://cengkuru.com/posts/the-second-infrastructure/ Tue, 16 Jun 2026 12:00:00 GMT A dam is built once. The contract inside it runs for thirty years. Using Bujagali, this essay opens the project-finance machine inside a public-private partnership: the payments, guarantees, financial terms and risk allocation that live in the contract and the data standards (OC4IDS, OCDS for PPPs). disclosure-systems infrastructure-and-procurement data-standards-and-implementation https://cengkuru.com/essays/the-name-on-the-certificate/ https://cengkuru.com/essays/the-name-on-the-certificate/ Sun, 14 Jun 2026 00:00:00 GMT Follow one line from a company certificate toward a person, and learn what ownership data can and cannot establish: entity, person and relationship statements; declared claims, not truth; and why a shared name is not a shared identity. data-standards-and-implementation disclosure-systems https://cengkuru.com/essays/after-the-award/ https://cengkuru.com/essays/after-the-award/ Fri, 12 Jun 2026 00:00:00 GMT Construction, payments, safeguards and maintenance continue after award, so the public record must continue too. Uganda's upgraded procurement portal is designed to keep that record visible. The test is whether agencies publish complete data every month, and whether anyone acts on what it reveals. infrastructure-and-procurement disclosure-systems https://cengkuru.com/essays/black-light/ https://cengkuru.com/essays/black-light/ Mon, 01 Jun 2026 00:00:00 GMT The Slovakia case shows why a supplier name is not enough to establish who controls it. A shared organisation identifier can connect procurement and declared ownership records; an explicitly labelled composite shows how that join works. Matching does not prove wrongdoing. disclosure-systems data-standards-and-implementation https://cengkuru.com/posts/what-143-officers-taught-me-about-training/ https://cengkuru.com/posts/what-143-officers-taught-me-about-training/ Fri, 08 May 2026 01:29:30 GMT What did the Kampala workshop establish, and what still needs evidence after the room empties? disclosure-systems infrastructure-and-procurement data-standards-and-implementation https://cengkuru.com/posts/why-disclosure-portals-die/ https://cengkuru.com/posts/why-disclosure-portals-die/ Tue, 31 Mar 2026 09:29:58 GMT A disclosure portal can be online and still be gone. Using dated cases of portals that went quiet, this essay traces what actually sustains useful disclosure: access and permissions, recurrent funding, maintenance, institutional demand, and a real task for a practitioner. disclosure-systems infrastructure-and-procurement