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VERIFICATIONEngineering

Why Tests Passing Is Not the Same as Closure

A look at sampled testing versus bounded verification, with examples of logic that passed tests but still required stronger structural checks.

MAR 24, 2026
Editorial cover for Why Tests Passing Is Not the Same as Closure

15 functions that pass every test. All 15 are wrong. BRIK64 catches them all — without running a single additional test.

Your Tests Pass. Your Code Is Still Wrong.

Green test suite. 100% coverage. Code review approved. Ship it. Everyone goes home happy.

Except the function that rounds prices has a floating-point comparison that fails for exactly one value in ten thousand. The accumulator that sums transaction amounts silently overflows after 2,147,483,647 cents. The string parser handles every test case perfectly — unless the input is exactly 255 characters long, at which point it truncates silently and returns a valid-looking but wrong result. These are real bugs in real production systems.

Tests verify specific inputs. They cannot verify all inputs. And the bugs that matter most — the ones that cost millions, the ones that bring down banks — are the ones hiding in the inputs nobody thought to test.

15 Functions. 15 Hidden Bugs. Zero Test Failures.

We assembled 15 real-world functions — pricing calculations, data validators, string formatters, accumulator patterns — each with a comprehensive test suite. Every single test passes. Every single function contains a bug that the tests miss.

BRIK64's TCE catches all 15. Not by running more tests — by operating on the mathematical structure of the computation itself. Other tools ask: "does this work for these inputs?" The TCE asks: "is this circuit closed for all inputs within the declared domain?" Different question. Completely different answer.

See for Yourself

The full demo — all 15 functions, their passing test suites, the specific inputs that trigger each bug, and the TCE diagnostics — is available to run locally:

git clone https://github.com/brik64/brik64-demos.git
cd brik64-demos
./run_demo.sh demo3-error-elimination

For the complete technical breakdown of each bug category and reproduction steps:

View all demos on Digital Circuitality →

Your tests pass. That is necessary. It is not sufficient. Tests check examples. Certification checks structure. Φc = 1 means correct for all inputs — not the ones you thought of, all of them. Stop testing. Start certifying.