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001. Abstract

01 // ABSTRACT
A computer-implemented method for linking runtime telemetry signals to version control changes using deterministic matching gates. The system generates a Verified Artifact Signature from normalized evidence and correlates it with Resolution Artifacts (pull requests and commits) to produce audit-ready validation records for engineering teams.

002. Background of the Invention

02 // BACKGROUND
Distributed software systems generate telemetry that is difficult to correlate with code changes. Existing approaches often rely on:
  • Manual linking: engineers update tickets and runbooks (error-prone).
  • Probabilistic correlation: similarity-based matching that can produce unverifiable results.
Principle: Trust is earned only when conclusions trace to deterministic evidence such as commit hashes, canonical paths, and validated error signatures.
DIFFERENTIATOR
NO‑INFERENCE_SIGNATURE: ACTIVE
Claim 4 formalizes no-realtime inference matching. The engine produces deterministic matches or no match.

003. Key Embodiments

03 // KEY_EMBODIMENTS
FIG. 15 — The Validation OrchestratorSheet 1 of 4
INPUT: TELEMETRY + PRGate 1: File Path MatchGate 2: Baseline DeviationGate 3: 24h DurationVALIDATION_CONFIRMEDartifact_signature := SHA256( canonical_path + anchor_frame + context )No inference. Deterministic gates only.
CLAIM 1 (INDEPENDENT)FOUNDATIONAL_IP

> CLAIM_01: [VALIDATION_GATE] // verify post_change_error_rate <= baseline_error_rate - threshold

CLAIM 4NO_AI_INFERENCE
NO‑INFERENCE_SIGNATURE: VERIFIED

> CLAIM_04: [NO_REALTIME_INFERENCE] // deterministic_match(canonical_path) // no probabilistic runtime scoring

CLAIM 10REGRESSION_LOGIC

> CLAIM_10: [REGRESSION_SIGNAL] // detect(revert_event) => apply(confidence_penalty)

CLAIM 15PREDICTIVE_ALERTING

> CLAIM_15: [PREVENTIVE_ALERTING] // broadcast(preventive_alert) on verified_solution_pattern

These methods reflect the current Deja platform direction: deterministic validation, auditability, and blocker visibility across integrated engineering systems.
FIG. 17 — Dual‑Lane IngestionSheet 3 of 4
LANE_1 (HISTORICAL) + LANE_2 (REAL_TIME)Backfill ScannerWebhook IngestNormalizationIndex

004. Selected Claims

04 // CLAIMS
The excerpts above are provided for technical review and product differentiation aligned with the current Deja plan. For complete legal scope, refer to the official filing and executed customer agreements.
Note: This page is a product-facing summary and does not replace formal legal documents.

005. Notice

05 // NOTICE
The "Deterministic Incident Resolution" system is represented here as part of Deja's current platform narrative. Patent references and claim scope should be interpreted only through official filings and counsel-reviewed legal documentation.