Footer

Your go-to destination for discovering trending open-source projects and uncovering the insights that matter

Legal

  • Terms and conditions
  • Privacy policy

More

  • Pricing
  • Advertise
  • onedump
  • gosnakego
  • Contact us

Social

  • X (Twitter)
  • GitHub
Trendshift owl
What they build speaks louder than words
© 2026 Trendshift, created by Julian Li with ❤️
SignalAdvertise
Trendshift
SignalAdvertise
Sign in
Trendshift owl

Discover trends that matter

DailyWeeklyMonthlyYearly
Live mentionsTopics
RepositoriesDevelopers
InsightsStats
Busbar
Busbar
AxiomCode
AxiomCode
Bifrost
Bifrost

FinanceFlash/unvibecode

Complex code hides connections, workflows, and business risks.Unvibe complex code. Trace business workflows.

Visit GitHub
Jupyter Notebook
302
82
1 contributors
Apache License 2.0
website
AchievementsView all →
FeaturedAdvertise to 180K+ monthly visitors
Busbar

Control what AI can do before it acts

AxiomCode

Give Al Agents a Deeper Understanding of Your Codebase with a Code Graph

Bifrost

Enterprise AI Gateway Built For Scale: Route, Govern, and Secure All Your AI Traffic

Momentum

How fast FinanceFlash/unvibecode is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 20 – Oct 19, 2026

Stars +205 in 61 days

0204060
43

Forks +18 in 61 days

0123
3

Merged PRs 29 in 61 days

0246
5

Trendshift Trendingwhere the repository ranked each day it made the top 25

Top 25 in Jupyter Notebook

1351321
Aug 20Aug 28Sep 5Sep 13Sep 21Sep 29Oct 7Oct 15
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRsJupyter Notebook
Thu, Aug 20, 2026+3+10Not trending
Fri, Aug 21, 2026+2+00Not trending
Sat, Aug 22, 2026+0+10Not trending
Sun, Aug 23, 2026+2+00Not trending
Mon, Aug 24, 2026+1+00Not trending
Tue, Aug 25, 2026+1+00Not trending
Wed, Aug 26, 2026+1+00Not trending
Thu, Aug 27, 2026+0+00Not trending
Fri, Aug 28, 2026+0+00Not trending
Sat, Aug 29, 2026+0+10Not trending
Sun, Aug 30, 2026+0+00Not trending
Mon, Aug 31, 2026+0+00Not trending
Tue, Sep 1, 2026+0+00Not trending
Wed, Sep 2, 2026+2+00Not trending
Thu, Sep 3, 2026+0+02Not trending
Fri, Sep 4, 2026+0+00Not trending
Sat, Sep 5, 2026+0+00Not trending
Sun, Sep 6, 2026+0+00Not trending
Mon, Sep 7, 2026+0+00Not trending
Tue, Sep 8, 2026+0+00Not trending
Wed, Sep 9, 2026+0+05Not trending
Thu, Sep 10, 2026+0+00Not trending
Fri, Sep 11, 2026+0+03Not trending
Sat, Sep 12, 2026+1+00Not trending
Sun, Sep 13, 2026+0+00Not trending
Mon, Sep 14, 2026+0+00Not trending
Tue, Sep 15, 2026+0+00Not trending
Wed, Sep 16, 2026+0+01Not trending
Thu, Sep 17, 2026+1+01Not trending
Fri, Sep 18, 2026+2+02Not trending
Sat, Sep 19, 2026+5+00Not trending
Sun, Sep 20, 2026+1+02Not trending
Mon, Sep 21, 2026+5+05Not trending
Tue, Sep 22, 2026+0+10Not trending
Wed, Sep 23, 2026+2+05Not trending
Thu, Sep 24, 2026+0+03Not trending
Fri, Sep 25, 2026+1+00Not trending
Sat, Sep 26, 2026+0+00Not trending
Sun, Sep 27, 2026+0+00Not trending
Mon, Sep 28, 2026+0+00Not trending
Tue, Sep 29, 2026+0+10Not trending
Wed, Sep 30, 2026+0+00Not trending
Thu, Oct 1, 2026+1+00Not trending
Fri, Oct 2, 2026+0+00Not trending
Sat, Oct 3, 2026+0+00Not trending
Sun, Oct 4, 2026+0+00Not trending
Mon, Oct 5, 2026+11+00Not trending
Tue, Oct 6, 2026+2+20Not trending
Wed, Oct 7, 2026+19+00#13
Thu, Oct 8, 2026+43+30#5
Fri, Oct 9, 2026+22+20#13
Sat, Oct 10, 2026+11+20Not trending
Sun, Oct 11, 2026+6+00Not trending
Mon, Oct 12, 2026+20+00#21
Tue, Oct 13, 2026+2+10Not trending
Wed, Oct 14, 2026+13+00Not trending
Thu, Oct 15, 2026+10+10Not trending
Fri, Oct 16, 2026+5+00Not trending
Sat, Oct 17, 2026+3+10Not trending
Sun, Oct 18, 2026+6+10Not trending
Mon, Oct 19, 2026+1+00Not trending
Total+205+1829
  • 1#1 on the list
  • 7Rank that day
  • Not trending
  • Mentions and achievements

    Where people are talking about FinanceFlash/unvibecode, and every badge it has earned
    1. Oct 91 post
      • Reverse-Engineering Large Python Codebases into Business Workflows: My Analysis of UnvibeCode on Flask (105 files, ~193K tokens)

        Read full on Reddit

        r/u_R4rahul__20

    2. 14 days earlier
    3. Sep 252 posts
      • I am building gaurdrails for RAG, encountered problems, struck and resolving

        Read full on Reddit

        r/indiandevs

      • Realized no active community for Guardrails, Sharing production learnings on guardrails

        Read full on Reddit

        r/LLMGuardrails

    4. Sep 241 post
      • I am building gaurdrails for RAG, encountered problems, struck and resolving

        Read full on Reddit

        r/Rag

    5. 1 month earlier
    6. Aug 141 post
      • I am hiring intern role for our open source contribution

        Read full on Reddit

        r/indiehackersindia

    7. Aug 111 post
      • Tired of “vibe coding”? Built an open-source tool to map messy repos. Hosting a mini challenge with a ₹10k pool + open source badges if anyone wants to participate / roast it.

        Read full on Reddit

        r/hackathon

    8. Aug 62 posts
      • I am a business person, not developer. I vibe-coded 500+ files. Then I built a map to handle the code mess.

        Read full on Reddit

        r/SideProject

      • [Python] UnvibeCode – Map business workflows and cross-dependencies hidden in complex AI-generated code mess

        Read full on Reddit

        r/coolgithubprojects

    You might also like

    Repositories close to FinanceFlash/unvibecode
    FeaturedAdvertise to 180K+ monthly visitors
    Bifrost

    Enterprise AI Gateway Built For Scale: Route, Govern, and Secure All Your AI Traffic

    Busbar

    Control what AI can do before it acts

    AxiomCode

    Give Al Agents a Deeper Understanding of Your Codebase with a Code Graph

    JordanCoin/codemap

    Go

    a project brain for your AI. Give LLMs instant architectural context without burning tokens

    70166

    study8677/repobrain

    Python

    🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

    1.4k292

    vitali87/code-graph-rag

    Python

    The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

    5.3k706

    aouicher/graphmind

    Rust

    Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MCP tools.

    21623

    Egonex-AI/Understand-Anything

    TypeScript

    Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

    86.9k7.7k

    kingbootoshi/cartographer

    TypeScript

    Claude Code plugin that maps and documents codebases of any size using parallel AI subagents

    77564

    blarApp/blarify

    Python

    A tool to build a graph from a codebase

    23445

    repowise-dev/repowise

    Python

    Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

    7.9k967

    Graphify-Labs/graphify

    Python

    Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

    128.7k13k