Prosecution Insights
Last updated: August 14, 2026
Application No. 18/521,070

SYSTEMS AND METHODS FOR SOFTWARE EXECUTION ENVIRONMENT MANAGEMENT

Non-Final OA §102
Filed
Nov 28, 2023
Priority
Nov 30, 2022 — provisional 63/428,980
Examiner
DADA, BEEMNET W
Art Unit
2435
Tech Center
2400 — Computer Networks
Assignee
Palantir Technologies Inc.
OA Round
2 (Non-Final)
85%
Grant Probability
Favorable
2-3
OA Rounds
3m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 85% — above average
85%
Career Allowance Rate
789 granted / 933 resolved
+26.6% vs TC avg
Strong +18% interview lift
Without
With
+18.4%
Interview Lift
resolved cases with interview
Typical timeline
2y 12m
Avg Prosecution
14 currently pending
Career history
944
Total Applications
across all art units

Statute-Specific Performance

§101
15.5%
-24.5% vs TC avg
§103
29.9%
-10.1% vs TC avg
§102
31.8%
-8.2% vs TC avg
§112
5.2%
-34.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 933 resolved cases

Office Action

§102
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . This office action is in response to amendment filed on January 06, 2026. Claims 11 and 17 have been amended. Claims 1-20 are pending. Response to Arguments Applicant's arguments filed January 06, 2026 have been fully considered but they are not persuasive. Applicant argues that the prior art on record fails to teach the claimed method performed ‘by an environment manager’ comprising providing to a management platform an indication of the determined execution environment state, such that a recommendation for the execution environment tis received from the management platform, thereby configuring the execution environment according to the received recommendation. Examiner would point out that, Talton US 2019/0013994 At teaches the claimed method performed ‘by an environment manager’ (i.e., a management shell) comprising providing to a management platform (i.e., fully meshed network of management shells figure 6) an indication of the determined execution environment state (i.e., when discovering new capabilities advertising capabilities message to other management shells, paragraph 0070), such that a recommendation for the execution environment tis received from the management platform, thereby configuring the execution environment according to the received recommendation (i.e., receiving request to migrate a software agent from peer management shell, in response to the advertised capabilities and lunching the software agent within the management shell’s execution environment, paragraph 0071). Examiner would further point out that the prior art on record teaches the claimed limitations and therefore the rejection is respectfully maintained. Claim Rejections - 35 USC § 102 The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. Claims 1-5, 8-14, 17, 18 and 20 are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Talton US 2019/0013994 A1. As per claims 1 and 17, Talton teaches a method for managing an execution environment by an environment manager, the method comprising: determining, by an execution manager of the execution environment an execution environment state corresponding to an execution environment (i.e., a management shell discovering new capabilities, paragraphs 0060-0064 and 0069-0072); providing, to a management platform (i.e., fully meshed network of management shells figure 6), an indication of the determined execution environment state (i.e., advertising capabilities message to peer shells in the fully meshed network of management shells, paragraphs 0060-0064 and 0069-0072); receiving, from the management platform, a recommendation for the execution environment that is based on the execution environment state (i.e., receiving request to migrate a software agent from peer management shell, in response to the advertised capabilities, paragraphs 0060-0064 and 0069-0072); and configuring, by the execution manager the execution environment according to the received recommendation (i.e., lunching the software agent within the management shell’s execution environment, paragraphs 0060-0064 and 0069-0072); wherein the method is performed using one or more processors [paragraphs 0060-0064]. As per claim 11, Talton teaches a method for managing an execution environment by an execution manager entry point, the method comprising: determining, by the execution environment entrypoint for an execution environment while the execution environment is executing, an execution environment health [paragraphs 0060-0064 and 0069-0072]; providing, to a management platform, an indication of the determined execution environment health [paragraphs 0060-0064]; receiving, from an environment manager, an indication of a recommendation from the management platform that is based on the determined execution environment health [paragraphs 0060-0064]; and configuring, by the execution manager entrypoint the execution environment according to the received recommendation [paragraphs 0060-0064 and 0069-0072]; wherein the method is performed using one or more processors [paragraphs 0060-0064]. As per claims 2 and 18, Talton further teaches the method wherein configuring the execution environment according to the received recommendation comprises at least one selected from a group consisting of: upgrading the execution environment, downgrading the execution environment, restarting the execution environment, and providing debugging information of the execution environment to the management platform [paragraphs 0060-0064]. As per claim 3, Talton further teaches the method wherein the received recommendation includes one or more steps to be performed by an execution manager entrypoint of the execution environment [paragraphs 0060-0064]. As per claim 4, Talton further teaches the method wherein configuring the execution environment comprises providing an indication of the one or more steps to the execution manager entrypoint [paragraphs 0060-0064]. As per claim 5, Talton further teaches the method wherein the execution environment state corresponding to the execution environment is determined using a plugin associated with the execution environment [paragraphs 0060-0064]. As per claim 8, Talton further teaches the method wherein configuring the execution environment according to the received recommendation comprises providing an indication of the recommendation to a plugin associated with the execution environment, thereby causing the plugin to configure the execution environment according to the recommendation [paragraphs 0060-0064]. As per claim 9, Talton further teaches the method wherein initiating execution of the execution environment is performed in response to an indication that is received from the management platform [paragraphs 0060-0064]. As per claim 10, Talton further teaches the method wherein the recommendation that is received from the management platform is further based on health information for the execution environment [paragraphs 0060-0064]. As per claim 12, Talton further teaches the method wherein configuring the execution environment according to the received recommendation comprises at least one selected from a group consisting of: updating a configuration of the execution environment and executing at least a part of the received recommendation [paragraphs 0060-0064]. As per claim 13, Talton further teaches the method wherein the indication of the recommendation is received from a plugin of the environment manager [paragraphs 0060-0064]. As per claim 14, Talton further teaches the method wherein the received recommendation is further based on an execution environment state determined by the plugin [paragraphs 0060-0064]. As per claim 20, Talton further teaches the method wherein the recommendation was generated by processing the indication of the determined execution environment state using a large language model to generate model output comprising the recommendation [paragraphs 0060-0064]. Allowable Subject Matter Claims 6, 7, 15, 16 and 19 are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. THIS ACTION IS MADE FINAL. Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to BEEMNET W DADA whose telephone number is (571)272-3847. The examiner can normally be reached Monday-Friday, 9am-5pm. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Joseph Hirl can be reached at 571-272-3685. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. BEEMNET W. DADA Primary Examiner Art Unit 2435 /BEEMNET W DADA/Primary Examiner, Art Unit 2435
Read full office action

Prosecution Timeline

Nov 28, 2023
Application Filed
Oct 07, 2025
Non-Final Rejection mailed — §102
Dec 19, 2025
Applicant Interview (Telephonic)
Jan 06, 2026
Response Filed
Apr 30, 2026
Final Rejection mailed — §102
Jun 30, 2026
Response after Non-Final Action

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

2-3
Expected OA Rounds
85%
Grant Probability
99%
With Interview (+18.4%)
2y 12m (~3m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 933 resolved cases by this examiner. Grant probability derived from career allowance rate.

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