Engineering Blog
Latest BRIK64 articles
Page 2 of 4 · articles 11-20

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.

One Blueprint Across Multiple Targets
How the transpilation chain uses PCD as a bounded intermediate form, what 10 source languages and 14 targets mean in practice, and where the equivalence claim stops.

What AI Intuition Still Cannot Verify
Why intuition without an external proof path remains a risk, and where BRIK64 fits in that boundary.

API and MCP Access Around the Registry
How discover-and-execute workflows expose registry and platform operations to humans and agents without enlarging the proof claim.

Blueprints Before Refactors
How extracting bounded computation from an existing codebase can make rewrites and target changes easier to review.

A Bounded JavaScript-to-Rust Workflow
Lift the logic, review the bounded blueprint, then emit a target language while keeping the claim attached to the intermediate circuit.

Lifting Existing Code into a Reviewable Blueprint
What the Lifter preserves, where liftability evidence exists in the repo, and how bounded blueprints help before migration.

COBOL Migration Through Bounded Lift-and-Review
Why legacy modernization benefits from lifting review-critical logic into a bounded blueprint before transpilation or replacement.

Why AI-Generated Code Needs Blueprints and External Checks
Generated code and generated tests can fail together. This note explains why BRIK64 keeps verification outside the model loop.

Which Parts of a Codebase Are Ready for Stronger Review?
Use lifting and bounded analysis to identify review-critical functions before migration or certification work.