AI Dev Impact Lab JA
← Rankings · AI-RELATED REPO

Ksmashhero06/ambient-expense-agent

A secure, event-driven, production-ready expense approval workflow built with the Google Agent Development Kit (ADK 2.3) and Gemini.

HCL GitHub ↗
★ 0
stars
65
AI relevance
50
solo dev
0
tool sigs

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

🧠 LLM providers (1)
Gemini
🤖 LLM models (1)
Gemini

Language breakdown (by bytes)

HCL
51.3%
Python
46.2%
Makefile
1.6%
Dockerfile
0.9%

Why this is classified AI-related

The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology

Repository name no match
Description +25 matched: gemini
GitHub topics no match
README head +20 (derived from the score — README text is not stored)
Exclusion penalty -10

Total AI relevance score: 65 / 100

Position among AI repos in the same language

We track 29 HCL repos, of which 23 score 40 or above on AI relevance. 2 have more stars than this one (top 10.3%), and 7 score higher (top 27.6%).

Owner

Account
Ksmashhero06
Type
User
Followers
14

»Sathiyamoorthi | ksmashhero »3rd April, »TN,India. »On profession: B.Tech (IT) »Off 〃 : Gamer »Hobby: 🎮,🏸,♟️,C&K series, anime, comics etc.

Dates

Created on GitHub 2026-06-19
Last push 2026-06-19
First seen here 2026-06-19
Last fetched 2026-08-07 16:17

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