Prosecution Insights
Last updated: July 17, 2026
Application No. 18/731,108

LARGE LANGUAGE MODEL (LLM) FOR MODIFYING PULL REQUESTS

Non-Final OA
Filed
May 31, 2024
Examiner
SLACHTA, DOUGLAS M
Art Unit
2193
Tech Center
2100 — Computer Architecture & Software
Assignee
Salesforce Inc.
OA Round
1 (Non-Final)
83%
Grant Probability
Favorable
1-2
OA Rounds
2m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 83% — above average
83%
Career Allowance Rate
290 granted / 351 resolved
+27.6% vs TC avg
Strong +18% interview lift
Without
With
+18.1%
Interview Lift
resolved cases with interview
Typical timeline
2y 3m
Avg Prosecution
17 currently pending
Career history
369
Total Applications
across all art units

Statute-Specific Performance

§101
11.0%
-29.0% vs TC avg
§103
82.9%
+42.9% vs TC avg
§102
3.5%
-36.5% vs TC avg
§112
0.7%
-39.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 351 resolved cases

Prosecution Timeline

May 31, 2024
Application Filed
Apr 15, 2026
Non-Final Rejection mailed
Jul 02, 2026
Examiner Interview Summary
Jul 02, 2026
Applicant Interview (Telephonic)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12681844
SECURE AND SEAMLESS INJECTION OF SECRETS BASED ON EXECUTION DEBUGGING
2y 11m to grant Granted Jul 14, 2026
Patent 12681721
METHOD AND APPARATUS TO EXTEND IMMUTABLE DATA
2y 8m to grant Granted Jul 14, 2026
Patent 12681850
TRANSFORMING LEGACY UEFI FIRMWARE TO UNIVERSAL SCALABLE FIRMWARE
2y 3m to grant Granted Jul 14, 2026
Patent 12681712
Creation of a performance-optimized image of a server
1y 11m to grant Granted Jul 14, 2026
Patent 12645571
RISK ANALYSIS OF TEST FAILURES THAT OCCURRED DURING A TESTING PHASE OF A CONTINUOUS INTEGRATION PIPELINE
2y 7m to grant Granted Jun 02, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
83%
Grant Probability
99%
With Interview (+18.1%)
2y 3m (~2m remaining)
Median Time to Grant
Low
PTA Risk
Based on 351 resolved cases by this examiner. Grant probability derived from career allowance rate.

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