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Anti-Hallucination 7-Pass Engine Live

Paste AI Code.
Ship to GitHub in 1-Click.

Stop manually copy-pasting ChatGPT & Claude dumps file-by-file. Zero-CLI authentication, automatic multi-file tree structuring, 7-pass fuzzy patching, and Shannon entropy leak defense.

100% Client-Side Local Encryption Edge-Powered Sub-Second Diffs Shannon Entropy Key Hunter
Interactive Web Sandbox

Experience the AI-to-GitHub Workflow

Test how GitHub-Ji parses unstructured LLM responses, catches missing syntax & leaks, and prepares atomic PRs.

IndexedDB Vault: ENCRYPTED_LOCAL
ChatGPT • Claude • DeepSeek
files parsed automatically
2. Auto-Tree & Entropy Pre-Commit
Shannon Entropy Index:

Target Branch: feature/ai-patch-01
Built For 10x Engineers

Zero CLI friction. Surgical AI patches.

From unstructured markdown to verified GitHub Pull Requests in seconds.

Zero-CLI Auth & Repo Vault

Single-click Personal Access Token (PAT) pairing without SSH key wrestling. Manage personal, client, and team repositories from one pane.

100% Client-Side Local IndexedDB

Multi-File Tree Generator

Raw markdown scraper detects created, updated, or removed files. Auto-creates deeply nested directories and injects code in parallel.

1-Click Directory Structuring

7-Pass Fuzzy Diff Engine

Applies surgical contextual edits instead of blindly rewriting 500-line files. Matches shifted line numbers, indentations, and whitespace variations.

80% Less Token Usage

Entropy & Secret Scanner

Real-time Shannon entropy algorithm calculates randomness to intercept leaked API keys, Stripe tokens, and DB URIs before firing commits.

Pre-Flight Entropy Guard

AI Hallucination Guard

Validates LLM output against existing codebase trees. Flags lazy AI comments like // ... rest of code and unclosed brackets.

Dry-Run Syntax Checking

Edge-Powered & Responsive

Runs on Cloudflare Workers/Pages edge network. Instant diff rendering and sub-second push capability across Desktop, iPad, and mobile browsers.

Zero-Setup Cloud Access
Anti-Hallucination Engine

Never let truncated AI code wipe your production files.

When ChatGPT or Claude produces partial snippets containing /* rest of implementation remains same */, traditional tools overwrite entire files with incomplete code.

Pass 1-3: Exact indent & block-level fuzzy match
Pass 4-5: AST tree structure bracket reconciliation
Pass 6-7: Non-destructive patch injection fallback
src/services/paymentHandler.ts 7-Pass Applied (+4 / -1)
@@ -42,7 +42,10 @@ export async function processCheckout(userId: string) {
  const user = await db.users.findById(userId);
  if (!user) throw new Error("User not found");
- const stripeCharge = await stripe.charges.create({ ... });
+ // GitHub-Ji: Intercepted and swapped with secure idempotency key
+ const paymentIntent = await stripe.paymentIntents.create({
+   amount: calculateTotal(user.cart), currency: "usd"
+ }, { idempotencyKey: crypto.randomUUID() });
  return { success: true, intent: paymentIntent.id };
}
Pre-Commit Security Vault

Shannon Entropy Key Hunter

Test how our client-side scanner catches high-entropy secrets and API keys before they hit GitHub.

Shannon Entropy
Character Pool
Pre-Commit Status
Try Samples:
Streamlined Pipeline

3 Seconds from Prompt to PR

01

Prompt Any LLM

Get your multi-file code solutions from Claude 3.5 Sonnet, ChatGPT, or DeepSeek. Copy the full response as-is.

02

Auto-Scrape & Fuzzy Diff

GitHub-Ji auto-structures folder paths, catches missing syntax, scans for API tokens, and applies surgical fuzzy patches.

03

1-Click Isolated PR

Automatically branches off main (feature/ai-patch-01), submits a clean Pull Request, and auto-rebases concurrency.

No-Brainer Pricing

Pay Once or Pay Less Than a Coffee.

Save 4+ hours of manual copy-pasting every week. Zero lock-in, client-side encryption.

Free Tier Virality Hook
$0 / forever

Get hooked on direct AI-to-GitHub synchronization.

  • Unlimited ZIP Repo Sync
  • Tier 1 Full File Overwrite Patching
  • Direct GitHub Visual Diff & Commit
  • 1 Connected GitHub Account in Vault
  • 7-Pass Fuzzy Matching & AST Cascade
Get Started Free
Serious Vibe Coder
Pro Tier Coffee Pricing

Never drop a line of code again with full edge brains.

  • Tier 3: 7-Pass Fuzzy & AST Cascade
  • AI Anti-Hallucination & Ellipsis Guard
  • Shannon Entropy Real-Time Key Hunter
  • Universal In-Memory Staged Batch Sweeper
  • Unlimited Accounts in Keyring Vault
  • Safety PR & Auto-Rebase Healing
🔥 First 200 Users
Lifetime Deal Pay Once, Own Forever
$39 / one-time payment

All current and upcoming Pro features forever.

  • All Pro Features Included for Life
  • Zero Recurring Monthly Fees Forever
  • Signed Ed25519 Lifetime License Key
  • Priority Roadmap Access & Discord
LTD Spots Claimed: 153 / 200
Value Anchoring

Why GitHub-Ji Wins Every Time

Workflow Option Real Cost Daily Pain Points & Risks
Manual GitHub Web Copy-Paste $0 / mo Rozana 45 minute zaya, tabs kholo, accidental code drops, merge conflicts aur manual file creation.
Heavy Local IDEs (Cursor / JetBrains) $20 / month Heavy setup, local terminal zaroori, iPad/Chromebook par bekaar, high memory consumption.
GitHub-Ji Pro / LTD $6/mo or $39 LTD 1-Click zero-CLI sync, mobile/web friendly, 7-pass anti-wipe diffing, instant PR & entropy leak shield.
LemonSqueezy MoR Global Tax Compliance Automatic 50% PPP Discount for PK/IN/BR 14-Day Free Open Beta (All Pro Unlocked)

Frequently Asked Questions

Security, local storage, and diff mechanics.

Never. GitHub-Ji operates 100% client-side. Your PAT and diff payload are stored inside browser-level IndexedDB using local encryption keys and communicate directly with api.github.com.
Instead of replacing raw file contents, GitHub-Ji extracts contextual anchors (function names, surrounding comments, imports) and tests multiple matching heuristics across shifted line numbers to apply surgical patches only.
Yes! Because it requires zero local CLI dependencies (git, node, ssh), GitHub-Ji runs seamlessly in Safari/Chrome on iPad, Chromebooks, and smartphones.