VERIFIED ENGINEERING ACHIEVEMENTS
More than a claim.
Demonstrated mechanisms.
From controlled causal repairs and real source localization to governed preservation and large-scale evidence reconstruction, these are selected recorded outcomes through November 13, 2026.
CONTROLLED CAUSAL REPAIRVerified repair across five levels of increasing complexity
All 8/8 controlled cases passed at each of five predeclared levels, and the first 4/4 passed as a nested subset. Source preservation, separate holdout checks, seven Mental Model families and 49 downstream consequence evaluators were checked in the acceptance run.
Verified controlled executionFive levels of controlled code-repair configurations; not a claim of eight distinct unfamiliar real-world project repairs.
CAUSAL EXPERIMENTFour observable interventions, four predicted outcomes
In a controlled authority-and-relevance experiment, 4/4 predeclared conditions produced their predicted behavior: baseline escalation, causally relevant intervention, unrelated negative control and unauthorized-request refusal.
Observed as predictedControlled executable experiment; external multi-witness causal certification was not part of this result.
HISTORY & PROVENANCEMake long-lived engineering history searchable and accountable
In a historical snapshot, Meta Guide's audit tooling reconciled 8,415 distinct CI run identities, and a later source audit indexed 2,659 reachable commits, 2,794 unique blobs and 642,687 source lines. The records support reconstructing when behavior and evidence changed.
DemonstratedLarge-scale metadata reconciliation and source indexing—not replay of every historical test or validation of every source line.
CAUSAL EVIDENCE COVERAGEFind the unanswered questions hidden in source decisions
A full accessible-history audit indexed 667,986 operational decision sites and evaluated whether each had sufficient causal evidence. Rather than inventing approval, it recorded gaps and identified a controlled four-condition example.
DemonstratedSystematic evidence-gap mapping. Independent comprehensive causal-sufficiency certification is a separate requirement, not an outcome of source indexing.
SOURCE DIAGNOSISImprove where an investigation begins
On the same six assessable authentic upstream cases, a controlled generic localization change improved rank-one matches to maintainer-changed source files from 4/6 to 5/6, and top-three coverage from 4/6 to 6/6.
DemonstratedFile-level localization in a small historical cohort; two additional cases were unassessable. This is not proof of unique root cause.
GOVERNED PRESERVATIONReject a change that passes its feature test but violates a protected rule
In a controlled authentication example, an unsafe candidate passed a positive-login test but failed an independently specified protection obligation. ACC rejected it; a distinct safer candidate could pass the specified checks.
DemonstratedEnforcement of the tested, approved invariant. This does not guarantee every untested downstream consequence is prevented.
ACTUAL UPSTREAM REPAIROne authentic software defect repaired under independent checks
A generated Quart repair passed a reproduced failing training scenario, sealed independent holdout, and recovery and rollback checks. Separate observations of the same defect are counted as one distinct upstream repair.
DemonstratedOne real upstream fix—a bounded real-world demonstration with a separate independent holdout.
INTEGRATED INVESTIGATIONBring competing models into the operational control path
The integrated engine connects evidence-backed CCR, seven foundational Mental Models, 49 downstream evaluators, expected outcome reasoning, candidate experiments, ACC gates and signed recovery Provenance.
Integrated and regression-testedIntegration and regression checks passed; generalized unfamiliar-project performance requires separate evidence.
ADDITIONAL INDEPENDENT AND HOST EVIDENCE
Reproduced tests, guarded operations and continuity
Three pinned historical test suites were replayed with 28/28 tests passing in recorded independent environments. Windows acceptance records also document a 14/14 controlled repair challenge and restart/logon recovery; those host observations are historical and not a general Windows deployment certification.