fix: update mentors.json for MIT App Inventor

[tannushree483]

Program

program: gssoc

Related Issue

Closes #353

Description

• Verified the MIT App Inventor GSoC 2026 ideas page URL.
• Researched and added available mentor information.
• Added available GitHub handles for mentors where publicly verifiable.
• Updated the organization status from "no-contact-found" to "ok" after verification.
• Fixed the missing JSON comma reported during the previous review.

Type of Change

• Mentor data verification
• Contact information update
• Repository data maintenance

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[github-actions]

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Useful Channels

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[github-actions]

👋 Thanks for opening a PR, @tannushree483!

Your PR has entered the 🚦 PR Review Pipeline.

🟢 GSSOC PR detected — your PR will be routed through the GSSOC mentor review pipeline.

---

🔄 Review Flow

Stage	Reviewer	Purpose
Stage 1	🤖 Automation	Validation · Duplicate Detection · AI/Slop Checks · Formatting · PR Analysis
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---

✅ Contributor Checklist

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• Link a valid issue (Closes #123)
• Keep changes focused and relevant
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• Ensure workflows/build/tests are passing
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  • NSoC Guide
  • General Guide

---

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[github-actions]

✅ DCO Sign-off Verified

Hi @tannushree483 👋

All commits in this PR contain valid Signed-off-by lines.

Thank you for following the DCO requirements 🚀

[github-actions]

⚠️ PR Validation Issues

Hi @tannushree483, your PR requires fixes before review.

Warnings

• ⚠️ Missing PR template section: checklist

Please push fixes after updating the PR.

[coderabbitai]

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📝 Walkthrough

Walkthrough

data/mentors.json updates LibreHealth, LLVM Compiler Infrastructure, and MIT App Inventor with verified mentor contact data, status changes, and refreshed metadata.

Changes

Mentor contact records

Layer / File(s)	Summary
LibreHealth contact metadata data/mentors.json	Adds an ideasUrl, Forum and Chat channels, three mentors, a non-empty tip, status: "ok", and a new lastFetched value.
LLVM contact metadata data/mentors.json	Adds a Discourse Forum channel, a populated mentor list, an updated tip, and a new lastFetched value.
MIT App Inventor contact metadata data/mentors.json	Changes status to ok, adds a populated mentor list with some GitHub details, and adjusts the file’s closing brace formatting.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Possibly related issues

• Data Research Task: Verify/fix mentor contact info for MIT App Inventor #353: Directly matches the MIT App Inventor update from no-contact-found to verified mentor/contact metadata and status: "ok".
• Data Research Task: Verify/fix mentor contact info for OpenStreetMap #378: Also updates mentor/contact records in data/mentors.json by adding verified channels, mentors, and ok status fields.
• Data Research Task: Verify/fix mentor contact info for 52°North Spatial Information Research GmbH #254: Also concerns organization mentor/contact entries being filled in with verified metadata and updated status.

Possibly related PRs

• S3DFX-CYBER/GSoC-Org-Finder-#573: Also updates data/mentors.json mentor contact data, including channels, mentors, and ideasUrl fields.
• S3DFX-CYBER/GSoC-Org-Finder-#1552: Overlaps directly on the LibreHealth and LLVM Compiler Infrastructure mentor records in data/mentors.json.
• S3DFX-CYBER/GSoC-Org-Finder-#1819: Also modifies data/mentors.json mentor records with updated channels, mentors, and status-related fields.

Suggested reviewers

• 12fahed
• saurabh24thakur
• S3DFX-CYBER

Poem

A rabbit found three mentor trails,
in JSON burrows, neat and pale.
LibreHealth, LLVM, MIT now hum,
with ok signs set and braces done.
🐰✨

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name	Status	Explanation	Resolution
Linked Issues check	⚠️ Warning	[#353] The PR updates status and mentors, but the summary does not show the required communication channel or ideas-page verification in the JSON.	Add the verified communication channel and ensure the MIT App Inventor ideas-page URL is reflected in the entry, then keep status set to ok.

✅ Passed checks (4 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title is concise and accurately describes the main MIT App Inventor mentor-data update.
Description check	✅ Passed	The description matches the PR and describes the mentor verification and data maintenance work.
Out of Scope Changes check	✅ Passed	The changes stay within data/mentors.json and align with the mentor-data update task.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests

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[github-actions]

🚦 PR Review Pipeline

🟢 GSSOC PR

Stage	Status
Stage 1 — Automated Checks	✅ All automated checks passed
Stage 2 — Mentor/Reviewer	⏳ Awaiting GSSOC mentor review
Stage 3 — Maintainer	🔒 Blocked until Stage 2 passes

No active issues

---

Last updated: Sat, 27 Jun 2026 15:47:49 GMT

[github-actions]

🤖 TENET Agent Review

📋 Summary

This pull request updates the mentors.json data file by adding detailed mentor information, including names, GitHub handles, and GitHub URLs, for the "MIT App Inventor" organization. It also correctly updates the organization's status from "no-contact-found" to "ok" and resolves a JSON formatting issue by adding a missing comma and a newline at the end of the file. The approach is sound for maintaining project metadata.

🔐 Security Findings

No security issues found.

🧹 Code Quality

• data/mentors.json - The github and githubUrl fields for "Natalie Lao" and "Mark Friedman" are empty strings. While acceptable if the information is genuinely unavailable, it's good practice to ensure data completeness where possible. This is a minor data quality point, not a code quality issue.

✅ What's Done Well

• Data Accuracy and Completeness: The PR successfully adds comprehensive mentor information, enhancing the accuracy and completeness of the mentors.json file for "MIT App Inventor".
• JSON Formatting Fixes: The PR correctly identifies and resolves a missing comma and the "No newline at end of file" issue, improving the overall integrity and readability of the JSON structure.
• Status Update: The organization's status is appropriately updated from "no-contact-found" to "ok", reflecting the successful verification and addition of contact information.

📝 Overall Verdict

[APPROVE] - A straightforward data update that improves data quality and fixes minor formatting issues.

[greptile-apps]

Greptile Summary

This PR updates the MIT App Inventor entry in data/mentors.json by populating the previously empty mentors array with 6 mentor entries (with GitHub handles for those whose profiles could be verified), updating the org status to "ok", and adding a trailing newline to the file. The JSON file passes validation and the changes look correct.

Confidence Score: 5/5

Safe to merge — adds mentor data for MIT App Inventor with valid JSON and consistent formatting.

The change populates a previously empty mentors array with 6 entries, updates the status field, and fixes the trailing newline. The resulting file passes JSON validation, and the new entries follow the established schema pattern used throughout the file.

No files require special attention.

Important Files Changed

Filename	Overview
data/mentors.json	Adds 6 mentors to MIT App Inventor entry, changes status from "no-contact-found" to "ok", fixes trailing newline; JSON is valid and formatting is consistent with surrounding entries.

Entity Relationship Diagram

%%{init: {'theme': 'neutral'}}%%
erDiagram
    ORG_ENTRY {
        string org
        string ideasUrl
        string status
        string lastFetched
    }
    MENTOR {
        string name
        string github
        string githubUrl
    }
    ORG_ENTRY ||--o{ MENTOR : "mentors"

Loading

%%{init: {'theme': 'base', 'themeVariables': {"darkMode": true, "background": "#0d1117", "primaryColor": "#21262d", "primaryTextColor": "#e6edf3", "primaryBorderColor": "#8b949e", "lineColor": "#8b949e", "textColor": "#e6edf3", "edgeLabelBackground": "#161b22", "actorBkg": "#21262d", "actorBorder": "#8b949e", "actorTextColor": "#e6edf3", "actorLineColor": "#8b949e", "signalColor": "#8b949e", "signalTextColor": "#e6edf3", "noteBkgColor": "#373320", "noteBorderColor": "#d4a72c", "noteTextColor": "#f0e6c0", "labelBoxBkgColor": "#21262d", "labelBoxBorderColor": "#8b949e", "labelTextColor": "#e6edf3", "loopTextColor": "#e6edf3", "activationBkgColor": "#30363d", "activationBorderColor": "#8b949e"}}}%%
erDiagram
    ORG_ENTRY {
        string org
        string ideasUrl
        string status
        string lastFetched
    }
    MENTOR {
        string name
        string github
        string githubUrl
    }
    ORG_ENTRY ||--o{ MENTOR : "mentors"

Loading

_{Reviews (15): Last reviewed commit: "Update data/mentors.json" | Re-trigger Greptile}

[coderabbitai]

Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents

Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@data/mentors.json`:
- Around line 2911-2913: The mentor entry is being marked as verified even
though it still has no real contact channel; update the data in the mentors
record so status is not set to ok unless channels or mailingLists contains an
actual contact path. Use the existing entry fields like status, channels, and
mailingLists to either add a verified contact channel or keep the status as
no-contact-found until one exists.

🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

• Push a commit to this branch (recommended)
• Create a new PR with the fixes

---

ℹ️ Review info

⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro

Run ID: 13d60ab5-18ff-475f-a924-48447b5de570

📥 Commits

Reviewing files that changed from the base of the PR and between 801610c and d1f155c.

📒 Files selected for processing (1)

• data/mentors.json

📜 Review details

⏰ Context from checks skipped due to timeout. (1)

• GitHub Check: cubic · AI code reviewer

⚠️ CI failures not shown inline (1)

Commit Status: Vercel: Vercel

Conclusion: failure

Authorization required to deploy.

[cubic-dev-ai]

No issues found across 1 file

Confidence score: 5/5

• Automated review surfaced no issues in the provided summaries.
• No files require special attention.

_{You’re at about 91% of the monthly reviewed-line limit. You may want to disable incremental reviews to conserve quota. Reviews will continue until that limit is exceeded. If you need help avoiding interruptions, please contact contact@cubic.dev.}

Architecture diagram

sequenceDiagram
    participant Repo as GitHub Repository
    participant Data as mentors.json
    participant App as GSoC Org Finder
    participant UI as Org Finder UI

    Note over Repo,UI: MIT App Inventor data now valid

    App->>Data: Read MIT App Inventor entry
    Data-->>App: Return mentor list & status
    Note over Data: mentors: [Natalie Lao, Susan Rati Lane, Evan Patton, Jose Dominguez, Jeff Schiller, Mark Friedman]
    Note over Data: status: "ok"

    alt Status is "ok"
        App->>App: Validate mentor data
        App->>UI: Display org with mentors
        UI-->>UI: Show mentor names & GitHub links
    else Status is "no-contact-found"
        App->>UI: Show org without mentors
    end

    App->>Data: Read ideasUrl
    Data-->>App: https://github.com/mit-cml/appinventor-sources/wiki/Google-Summer-of-Code-2026
    App->>UI: Provide clickable ideas link

    Note over Repo,UI: JSON syntax fixed (trailing comma resolved)
    App->>Data: Parse entire mentors.json
    Data-->>App: Valid JSON structure
    App->>App: Process all org entries without parse error

Loading

<sub>Auto-approved: This PR updates mentor data and corrects a JSON syntax error in a data file. The changes are limited to adding mentor names, handles, changing the status field, and fixing a missing comma. These are low-impact data maintenance changes that do not affect core logic or infrastructure.

Re-trigger cubic</sub>

[cubic-dev-ai]

0 issues found across 1 file (changes from recent commits).

_{You’re at about 91% of the monthly reviewed-line limit. You may want to disable incremental reviews to conserve quota. Reviews will continue until that limit is exceeded. If you need help avoiding interruptions, please contact contact@cubic.dev.}

<sub>Requires human review: Changes update mentor data (name, GitHub handles) and status for MIT App Inventor, which was previously categorized as 'no-contact-found'. This involves data verification and maintenance on a community listing file, not core logic. Blast radius is extremely low.

Re-trigger cubic</sub>

[cubic-dev-ai]

0 issues found across 1 file (changes from recent commits).

_{You’re at about 91% of the monthly reviewed-line limit. You may want to disable incremental reviews to conserve quota. Reviews will continue until that limit is exceeded. If you need help avoiding interruptions, please contact contact@cubic.dev.}

<sub>Auto-approved: Data update adding mentor info, channels, and tips for several GSoC organizations. Low-risk changes to a curated dataset with no logic or infrastructure impact.

Re-trigger cubic</sub>

[github-actions]

🤖 TENET Agent Review

📋 Summary

The pull request updates mentor information for "MIT App Inventor" in data/mentors.json, including mentor names and GitHub handles, and transitions the organization's status from "no-contact-found" to "ok". It also corrects a previously identified JSON syntax error. Additionally, the PR introduces significant UI enhancements in index.html by adding new CSS and SVG elements to implement a flowing border animation for the search bar and timeline card, which was not mentioned in the PR description.

🔐 Security Findings

No security issues found. The changes primarily involve static data updates and client-side UI enhancements, posing no direct threat to the TENET AI project's core security middleware functions or introducing common web vulnerabilities.

🧹 Code Quality

• data/mentors.json - Inconsistent github and githubUrl fields: Some mentor entries have empty strings for github and githubUrl when the information is not available. For better data consistency and clarity, consider using null or omitting these fields if they are truly absent.
• index.html - SVG rect dimensions: The width and height of .timeline-border-rect are defined using calc(100% - 1.5px). This creates a hardcoded dependency on the stroke-width of 1.5. If the stroke-width were to change in the future, these dimensions would require manual adjustment. Consider adding a comment to highlight this dependency.

✅ What's Done Well

• Improved Data Accuracy: The PR successfully updates and verifies mentor information for MIT App Inventor, enhancing the dataset's completeness and correctness.
• Accessibility Consideration: The new CSS animations include @media (prefers-reduced-motion: reduce) support, which is an excellent practice for user accessibility.
• Enhanced User Experience: The introduction of SVG flowing border animations significantly improves the visual appeal and interactivity of the search bar and timeline card.

📝 Overall Verdict

REQUEST CHANGES - The PR description should be updated to accurately reflect all changes, especially the significant UI/UX additions in index.html. Minor code quality suggestions for JSON consistency and SVG dimensions are also noted.

[github-actions]

🤖 TENET Agent Review

📋 Summary

This pull request updates the mentors.json file by adding detailed mentor information for "MIT App Inventor," including names, GitHub handles, and URLs. It also correctly updates the organization's status from "no-contact-found" to "ok" and addresses a previous JSON formatting issue by ensuring a newline at the end of the file. However, the PR introduces new JSON syntax errors.

🔐 Security Findings

No security issues found.

🧹 Code Quality

• data/mentors.json - JSON Syntax Error: A comma is missing after the githubUrl field for "Natalie Lao" on line 2383. This will cause the JSON file to be invalid.
• data/mentors.json - JSON Syntax Error: A comma is missing after the githubUrl field for "Jose Dominguez" on line 2398. This will cause the JSON file to be invalid.
• data/mentors.json - JSON Syntax Error: A comma is missing after the name field for "Mark Friedman" on line 2404. This will cause the JSON file to be invalid.

✅ What's Done Well

• The PR successfully updates the organization's status to "ok" reflecting verified contact information.
• Detailed mentor information, including GitHub profiles where available, has been added, improving data completeness.
• The PR correctly ensures a newline at the end of the mentors.json file, which is good practice for file formatting.

📝 Overall Verdict

REQUEST CHANGES - The PR introduces multiple JSON syntax errors that must be resolved before merging.

[cubic-dev-ai]

0 issues found across 1 file (changes from recent commits).

_{You’re at about 91% of the monthly reviewed-line limit. You may want to disable incremental reviews to conserve quota. Reviews will continue until that limit is exceeded. If you need help avoiding interruptions, please contact contact@cubic.dev.}

<sub>Auto-approved: Data-only update to mentors.json: added mentor details, fixed JSON formatting, updated status. No logic or infrastructure changes.

Re-trigger cubic</sub>

[github-actions]

🤖 TENET Agent Review

📋 Summary

This pull request updates the mentors.json data file, primarily focusing on adding and verifying mentor and organization details for "MIT App Inventor" and "Unikraft". It includes updating ideas URLs, adding communication channels, populating mentor lists with names and GitHub profiles, and correcting organization statuses. The PR also addresses JSON formatting issues by fixing a missing comma and ensuring a newline at the end of the file. The approach is sound for maintaining static data.

🔐 Security Findings

No security issues found.

🧹 Code Quality

• data/mentors.json - Inconsistent github and githubUrl fields: For "MIT App Inventor", some mentor entries have empty github and githubUrl fields. While the description states "where publicly verifiable", it would be ideal for consistency to either remove these fields if no data exists or explicitly mark them as null if the schema allows, rather than empty strings, to differentiate between "not found" and "not applicable".
• data/mentors.json - lastFetched timestamp consistency: The lastFetched timestamp for "Unikraft" is updated to a generic 2026-05-20T00:00:00.000Z, while for "MIT App Inventor", it remains 2026-05-09T16:09:12.548Z. For consistency, all lastFetched timestamps for modified entries should ideally be updated to the current date/time of the update, or to a consistent placeholder if it's not meant to be dynamic.

✅ What's Done Well

• Improved Data Accuracy and Completeness: The PR significantly enhances the mentors.json file by adding detailed and verified information for MIT App Inventor and Unikraft, including mentor contacts and communication channels.
• JSON Formatting Fixes: Correctly addresses a missing comma (line 13) and ensures a newline at the end of the file (line 4731), improving the overall integrity and readability of the JSON structure.
• Proactive Information Gathering: The description indicates thorough research and verification of URLs and mentor information, which is crucial for data quality.

📝 Overall Verdict

[APPROVE] - The PR improves data quality and fixes minor formatting issues in a static data file.

---

Review powered by TENET Agent 🛡️ | Triggered automatically on PR #1971

[greptile-apps]

Want your agent to iterate on Greptile's feedback? Try greploops.

[github-actions]

🤖 TENET Agent Review

📋 Summary

This pull request updates the data/mentors.json file by adding detailed mentor information for the "MIT App Inventor" organization, including names, GitHub handles, and corresponding URLs. It also correctly changes the organization's status from "no-contact-found" to "ok" and resolves a previously reported JSON formatting error (missing comma). Additionally, it fixes the missing newline at the end of the file. The approach is sound for a data update.

🔐 Security Findings

• [SEVERITY: LOW] data/mentors.json - The PR introduces new external URLs (ideasUrl, githubUrl) into the dataset. While this PR is a data update, consuming applications that process or display this data should implement robust input validation and sanitization for all URL fields to prevent potential Cross-Site Scripting (XSS) or other URL-based injection vulnerabilities. This is a general best practice for handling external links.

🧹 Code Quality

• data/mentors.json - The consistency in populating github and githubUrl fields is good; if a GitHub handle is provided, the corresponding URL is correctly formatted. For cases where a handle is not available, both fields are appropriately left empty.

✅ What's Done Well

• Successfully adds comprehensive and verified mentor data for the MIT App Inventor organization.
• Correctly fixes a critical JSON syntax error (missing comma) that could have caused parsing failures.
• Resolves the "no newline at end of file" issue, improving file consistency and adherence to common repository standards.

📝 Overall Verdict

[APPROVE] - The PR correctly updates data, fixes existing issues, and improves file consistency.

---

Review powered by TENET Agent 🛡️ | Triggered automatically on PR #1971

[cubic-dev-ai]

0 issues found across 1 file (changes from recent commits).

_{You’re at about 91% of the monthly reviewed-line limit. You may want to disable incremental reviews to conserve quota. Reviews will continue until that limit is exceeded. If you need help avoiding interruptions, please contact contact@cubic.dev.}

<sub>Auto-approved: Mentor data update for MIT App Inventor in mentors.json: adding mentor entries, fixing JSON formatting, updating status.

Re-trigger cubic</sub>

[github-actions]

🤖 TENET Agent Review

📋 Summary

This pull request updates the mentors.json file by adding detailed mentor information for "MIT App Inventor," including names, GitHub handles, and URLs. It also corrects the organization's status from "no-contact-found" to "ok" and fixes a previously reported missing comma in the JSON structure. The approach is sound for data maintenance, focusing on accuracy and completeness.

🔐 Security Findings

No security issues found.

🧹 Code Quality

• data/mentors.json - Inconsistent indentation for new mentor entries. For example, the name field for "Natalie Lao" is indented with 6 spaces, while "Susan Rati Lane" and "Evan Patton" use 7 spaces. All fields within a mentor object should have consistent indentation (e.g., 6 spaces for all key-value pairs).

✅ What's Done Well

• Correctly fixes a critical JSON syntax error (missing comma), ensuring the file remains valid.
• Updates the organization's status based on verification, improving data accuracy.
• Adds comprehensive mentor details, enhancing the completeness of the dataset.

📝 Overall Verdict

REQUEST CHANGES - Inconsistent JSON formatting needs to be addressed for maintainability.

[github-actions]

⏰ Mentor Review Timeout

The following reviewer(s) did not respond within 24 hours:

• @Anushreebasics (removed)
• @12fahed (removed)
• @nirvik34 (removed)
• @saurabh24thakur (removed)

Replacement reviewer(s) assigned:

• @4f4d
• @aanjalii01
• @adithyan-css
• @AditthyaSS

---

Mentors are expected to review within 24 hours. This is an automated rotation.

[github-actions]

⏰ Mentor Review Reminder

This PR has been waiting for mentor review for over 48 hours.

Pending reviewers: @aanjalii01, @4f4d, @AditthyaSS, @adithyan-css, @S3DFX-CYBER

Maintainers may reassign reviewers if needed.

[github-actions]

🤖 TENET Agent Review

📋 Summary

This pull request updates the mentors.json file by adding detailed mentor information for "MIT App Inventor," including names, GitHub handles, and corresponding URLs. It also changes the organization's status from "no-contact-found" to "ok" and ensures proper JSON formatting by adding a missing comma and a newline at the end of the file. The approach is sound for maintaining data integrity and accuracy within the project's data files.

🔐 Security Findings

No security issues found.

🧹 Code Quality

• data/mentors.json - For mentors where a GitHub handle is not publicly verifiable, both github and githubUrl fields are left empty. While acceptable, consider if a null value or omitting the fields entirely would be a clearer representation of "not available" versus an empty string, depending on downstream parsing logic.

✅ What's Done Well

• Data Verification: The description explicitly states verification of the ideas page URL and research for mentor information, which is crucial for data accuracy.
• JSON Formatting: The PR correctly addresses a missing JSON comma and adds a newline at the end of the file, improving file consistency and maintainability.
• Comprehensive Update: The update for MIT App Inventor is thorough, providing multiple mentor entries and updating the organization's contact status.

📝 Overall Verdict

[APPROVE] - The changes are well-justified, improve data accuracy, and maintain code quality.

---

Review powered by TENET Agent 🛡️ | Triggered automatically on PR #1971

[sonarqubecloud]

Quality Gate passed

Issues
0 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud

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Project	Deployment	Actions	Updated (UTC)
g-so-c-org-finder	Ready	Preview, Comment	Jun 30, 2026 1:34am

[S3DFX-CYBER]

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[cubic-dev-ai]

0 issues found across 1 file (changes from recent commits).

_{You’re at about 94% of the monthly reviewed-line limit. You may want to disable incremental reviews to conserve quota. Reviews will continue until that limit is exceeded. If you need help avoiding interruptions, please contact contact@cubic.dev.}

<sub>Auto-approved: Updates mentor data, fixes JSON syntax, and changes status from 'no-contact-found' to 'ok' for MIT App Inventor. Low-risk data maintenance with no code or logic changes.

Re-trigger cubic</sub>