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EVIDENCE & TEST RESULTS

Verified accomplishments.
Evidence behind the results.

Explore controlled repair success, independent test replays, real-world source diagnosis and protective governance—each tied to a specific, documented evaluation.

VERIFIED, SCOPED ENGINEERING SUCCESSESIndependent test evidence · denominators explained below
8/8

Controlled repair cases verified

Eight predefined cases passed the independent training/holdout ladder at every level (0–4).
4/4

Four-case controlled cohort verified

The first four of those same eight cases passed at each level—not four additional repairs.
28/28

Historical tests independently replayed

Three selected, source-pinned test suites passed in recorded independent environments.
6/6

Maintainer-changed files in top three

Controlled source-localization revision; five of six ranked the source file first.

CONTROLLED REPAIR DEMONSTRATION

Verified solutions.
Increasing causal complexity.

Meta Guide executed repairs through its shared CCR/MM/EOC/ACC engine—not a mocked repair counter. Each level required the same protected source and independently checked holdout, with progressively more complicated repair configurations.

COMPLETE FIVE-LEVEL CONTROLLED LADDER
8/8

Full eight-case cohort repaired

At every level from 0 through 4, all eight predefined controlled defects received a verified repair under the recorded training/holdout acceptance. The highest level included four required source corrections.

4/4

First four cases also passed

The four-case group is a subset of the eight-case cohort, reported separately to show both scoring views—not eight plus four different defects.

PER-LEVEL RESULTS

LEVEL 08/8
LEVEL 18/8
LEVEL 28/8
LEVEL 38/8
LEVEL 48/8

Controlled evaluation fixtures, not eight distinct unfamiliar upstream repositories. Outcomes recorded in a passed GitHub Actions run on November 13, 2026.

PUBLIC TECHNICAL CONTEXT

Look past the claim.
Inspect the method.

The public upstream projects and evaluation methods behind selected tests are documented separately. These external project links establish source context; they do not independently prove Meta Guide's private evaluation results.

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.

Evidence standard

These are engineering and evaluation results, not customer success stories or independently certified product-wide guarantees. Underlying detailed records are private. No proprietary source code or credentials are included.

CONTROLLED CAUSAL REPAIR

Verified 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 EXPERIMENT

Four 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 & PROVENANCE

Make 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 COVERAGE

Find 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 DIAGNOSIS

Improve 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 PRESERVATION

Reject 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 REPAIR

One 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 INVESTIGATION

Bring 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.

How the evaluation results are verified and scoped

Controlled tests, unfamiliar projects and historical audits measure different capabilities. The 8/8 and 4/4 scores come from a predeclared controlled repair ladder, with the four cases included in the eight. They do not represent twelve distinct repairs or demonstrate broad unfamiliar-project generalization.

Separate genuine upstream evaluations have verified one distinct Quart repair using a sealed holdout, resumption and rollback. The source-localization study measured the ranking of later maintainer-edited files, rather than proof of uniquely identified root causes. Historical CI reconciliation counts run identities—not successful individual tests.

Meta Guide is being developed toward more reliable cross-project repair. Its broader autonomous-repair reliability is not yet established. Full benchmark records and exact negative observations remain preserved in the private internal evidence ledger for authorized audit.

Each figure describes its own stated evaluation and must not be combined into a product-wide repair success rate. Publication version: draft awaiting owner approval.

ENGINEERING EVIDENCE

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