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- Added 32 JSON metadata files for all AI coding tools - Generated 39 REST API endpoints for programmatic access - Created working examples in Python, JavaScript, and PowerShell - Set up GitHub Actions workflow for automated deployment - Enhanced README with comprehensive feature documentation - Added version comparison and automation tools - Updated 20+ documentation files - Ready for GitHub Pages deployment
538 lines
11 KiB
Markdown
538 lines
11 KiB
Markdown
# 🚀 Missing AI Coding Tools
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*Notable AI coding tools not yet documented in this repository*
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## 🎯 Purpose
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This document tracks production AI coding tools that should be added to the repository. Each entry includes justification, availability info, and priority level.
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---
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## 🔴 High Priority (Major Tools)
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### 1. **Amazon CodeWhisperer (Q Developer)**
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**Status:** Production
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**Type:** IDE Plugin + CLI
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**Availability:** Free tier + Pro ($19/mo)
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**Why Include:**
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- Official AWS AI coding assistant
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- Enterprise-grade with security scanning
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- Extensive language support (15+)
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- Large enterprise user base
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- Unique feature: Security vulnerability scanning built-in
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**Unique Features:**
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- AWS service integration
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- Security scanning during code generation
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- Reference tracker (shows code sources)
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**Priority:** 🔴 Critical - Major cloud provider tool
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---
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### 2. **Tabnine**
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**Status:** Production (since 2020)
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**Type:** IDE Plugin
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**Availability:** Free + Pro ($12/mo) + Enterprise
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**Why Include:**
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- One of the earliest AI code completion tools
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- Private deployment options (on-premise)
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- Strong privacy focus
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- Large enterprise adoption
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- Supports 30+ languages
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**Unique Features:**
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- Private model training on your codebase
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- Air-gapped deployment option
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- Context-aware completions
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**Priority:** 🔴 Critical - Historical significance + enterprise adoption
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---
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### 3. **Codeium**
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**Status:** Production
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**Type:** IDE Plugin + CLI
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**Availability:** Free + Teams ($12/user/mo) + Enterprise
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**Why Include:**
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- Free tier with unlimited usage
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- 70+ language support
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- Fast growing user base
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- IDE integration for all major IDEs
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- Chat + Autocomplete + Search
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**Unique Features:**
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- Completely free individual tier (unlimited)
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- Fastest autocomplete (claims 3x faster)
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- Context window up to 100k+ tokens
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**Priority:** 🔴 Critical - Major competitor, generous free tier
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---
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### 4. **Sourcegraph Cody**
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**Status:** Production
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**Type:** IDE Plugin + Web + CLI
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**Availability:** Free + Pro ($9/mo) + Enterprise
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**Why Include:**
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- Code intelligence platform (search + AI)
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- Entire codebase context (not just current file)
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- Enterprise-grade with SOC 2
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- Multi-repo support
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- Unique code search + AI combination
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**Unique Features:**
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- Searches across entire org codebase
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- Integrates with Sourcegraph code search
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- Context from multiple repos
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**Priority:** 🔴 Critical - Unique approach (search + AI)
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---
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### 5. **Kite** (Historical)
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**Status:** Shut down (2022)
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**Type:** IDE Plugin
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**Availability:** No longer available
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**Why Include:**
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- Historical significance (pioneer)
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- Lessons from shutdown
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- Shows market evolution
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**Priority:** 🟡 Medium - Historical documentation
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---
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### 6. **Supermaven**
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**Status:** Production
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**Type:** IDE Plugin
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**Availability:** Free + Pro ($10/mo)
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**Why Include:**
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- Founded by co-creator of Copilot
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- Claims fastest autocomplete (1M token context)
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- Growing adoption in 2024-2025
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- Unique performance focus
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**Unique Features:**
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- 1 million token context window
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- Sub-millisecond latency claims
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- Proprietary architecture
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**Priority:** 🔴 Critical - Founded by Copilot co-creator
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---
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### 7. **Pieces**
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**Status:** Production
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**Type:** Desktop App + IDE Plugin
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**Availability:** Free + Cloud ($20/mo)
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**Why Include:**
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- Snippet management + AI
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- Local-first approach
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- Cross-platform (Mac, Windows, Linux)
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- Growing developer community
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**Unique Features:**
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- On-device AI processing
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- Snippet library + AI generation
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- Context-aware code reuse
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**Priority:** 🟡 Medium - Unique snippet + AI approach
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---
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### 8. **Qodo (formerly Codium AI)**
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**Status:** Production
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**Type:** IDE Plugin
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**Availability:** Free + Pro ($19/mo)
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**Why Include:**
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- AI test generation specialist
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- Focus on code integrity
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- Growing adoption
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- Unique testing focus
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**Unique Features:**
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- Generates meaningful tests (not just coverage)
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- Test analysis and suggestions
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- Code behavior analysis
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**Priority:** 🟡 Medium - Unique testing specialization
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---
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### 9. **JetBrains AI**
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**Status:** Production
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**Type:** Built into JetBrains IDEs
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**Availability:** Included with IDEs + AI Pro ($10/mo)
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**Why Include:**
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- Official JetBrains AI assistant
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- Tight IDE integration
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- Large JetBrains user base
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- Multi-model support
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**Unique Features:**
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- Deep IDE integration
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- Context from JetBrains indices
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- Inline suggestions
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**Priority:** 🔴 Critical - Official JetBrains tool
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---
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### 10. **Continue.dev**
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**Status:** Production (Open Source)
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**Type:** IDE Plugin
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**Availability:** Free + Enterprise support
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**Why Include:**
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- Open source Copilot alternative
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- VS Code + JetBrains support
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- Self-hosted option
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- Customizable
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**Unique Features:**
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- Fully open source
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- Use any LLM (OpenAI, Anthropic, local)
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- Customizable context providers
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**Priority:** 🔴 Critical - Leading open source alternative
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## 🟡 Medium Priority (Specialized/Niche)
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### 11. **MutableAI**
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**Status:** Production
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**Type:** IDE Plugin
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**Availability:** Free tier + Pro
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**Why Include:**
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- AI refactoring specialist
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- Test generation
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- Documentation generation
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**Priority:** 🟡 Medium - Refactoring focus
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### 12. **Adrenaline**
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**Status:** Beta/Early Access
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**Type:** IDE Plugin
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**Availability:** Waitlist/Beta
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**Why Include:**
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- Debugging-focused AI
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- Founded by ex-Google engineers
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- Unique debugging specialization
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**Priority:** 🟡 Medium - Debugging specialization
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---
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### 13. **GitHub Copilot Workspace**
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**Status:** Production
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**Type:** Web-based
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**Availability:** GitHub Copilot subscription
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**Why Include:**
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- GitHub's issue-to-code tool
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- Different from Copilot Chat
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- Automated PR generation
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**Priority:** 🔴 Critical - Official GitHub extension
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### 14. **Phind**
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**Status:** Production
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**Type:** Web + VS Code
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**Availability:** Free + Pro ($15/mo)
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**Why Include:**
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- Developer-focused search + AI
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- Instant answers for coding questions
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- Web search + code generation
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**Priority:** 🟡 Medium - Search + code hybrid
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### 15. **CodePal**
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**Status:** Production
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**Type:** Web platform
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**Availability:** Free + Premium
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**Why Include:**
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- Collection of 30+ AI coding tools
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- Code generation, review, documentation
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- Large tool library
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**Priority:** 🟢 Low - Multi-tool platform
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### 16. **Fig (now part of AWS)**
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**Status:** Acquired by AWS (2023)
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**Type:** CLI autocomplete
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**Availability:** Free
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**Why Include:**
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- Terminal AI assistant
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- Acquired by AWS
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- CLI-focused
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**Priority:** 🟡 Medium - CLI specialization + acquisition
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### 17. **Warp AI** (Already documented, but verify)
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**Status:** Production
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**Type:** Terminal
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**Availability:** Free + Team
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**Note:** Check if already in repository
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## 🟢 Low Priority (Emerging/Beta)
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### 18. **Sweep**
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**Status:** Production (GitHub App)
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**Type:** GitHub Bot
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**Availability:** Free tier + Pro
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**Why Include:**
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- Turns issues into PRs
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- GitHub-native
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- Growing adoption
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**Priority:** 🟢 Low - Still emerging
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### 19. **Refact.ai**
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**Status:** Production
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**Type:** IDE Plugin + Self-hosted
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**Availability:** Free + Enterprise
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**Why Include:**
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- Self-hosted option
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- Privacy-focused
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- Refactoring specialist
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**Priority:** 🟢 Low - Niche use case
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### 20. **CodeGeeX**
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**Status:** Production
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**Type:** IDE Plugin
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**Availability:** Free
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**Why Include:**
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- Chinese market leader
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- 13B parameter model
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- Open source
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**Priority:** 🟢 Low - Regional importance
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## 🔵 Corporate/Internal Tools
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### 21. **Google Duet AI (now Gemini Code Assist)**
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**Status:** Production
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**Type:** Cloud-based
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**Availability:** Enterprise only
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**Why Include:**
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- Official Google tool
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- GCP integration
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- Enterprise-grade
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**Priority:** 🔴 Critical - Major cloud provider
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### 22. **Microsoft IntelliCode**
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**Status:** Production
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**Type:** Built into Visual Studio
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**Availability:** Free (included)
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**Why Include:**
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- Microsoft's pre-Copilot AI
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- Still actively developed
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- VS/VS Code built-in
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**Priority:** 🟡 Medium - Historical context
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---
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## 📋 Summary Table
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| Tool | Priority | Type | Availability | Key Feature |
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|------|----------|------|--------------|-------------|
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| AWS CodeWhisperer/Q | 🔴 Critical | IDE + CLI | Free + Pro | Security scanning |
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| Tabnine | 🔴 Critical | IDE | Free + Enterprise | Private deployment |
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| Codeium | 🔴 Critical | IDE + CLI | Free unlimited | 70+ languages |
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| Sourcegraph Cody | 🔴 Critical | IDE + Web | Free + Enterprise | Multi-repo context |
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| Supermaven | 🔴 Critical | IDE | Free + Pro | 1M token context |
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| JetBrains AI | 🔴 Critical | Built-in | Free + Pro | Deep IDE integration |
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| Continue.dev | 🔴 Critical | IDE | Open source | Self-hosted, any LLM |
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| Copilot Workspace | 🔴 Critical | Web | GitHub sub | Issue to PR |
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| Google Gemini Code | 🔴 Critical | Cloud | Enterprise | GCP integration |
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| Pieces | 🟡 Medium | Desktop | Free + Pro | Local-first |
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| Qodo | 🟡 Medium | IDE | Free + Pro | Test generation |
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| Phind | 🟡 Medium | Web + IDE | Free + Pro | Search + code |
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| Fig (AWS) | 🟡 Medium | CLI | Free | Terminal AI |
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| IntelliCode | 🟡 Medium | Built-in | Free | VS integration |
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| Kite | 🟡 Medium | Historical | Shut down | Pioneer tool |
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| Others | 🟢 Low | Various | Various | Emerging |
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---
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## 🎯 Recommended Addition Order
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### Phase 1: Critical Missing Tools
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1. AWS CodeWhisperer/Q Developer
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2. Tabnine
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3. Codeium
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4. Sourcegraph Cody
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5. Supermaven
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6. JetBrains AI
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7. Continue.dev
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### Phase 2: Major Specialized Tools
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8. GitHub Copilot Workspace
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9. Google Gemini Code Assist
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10. Pieces
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11. Qodo
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### Phase 3: Historical & Context
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12. Kite (historical)
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13. Microsoft IntelliCode
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14. Fig
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### Phase 4: Emerging & Niche
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15. Phind
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16. Sweep
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17. Others as they mature
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---
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## 📊 Market Coverage Analysis
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### Current Repository Coverage:
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- ✅ Cursor (covered)
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- ✅ GitHub Copilot (covered)
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- ✅ Claude Code (covered)
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- ✅ Windsurf (covered)
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- ✅ Bolt (covered)
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- ✅ v0 (covered)
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- ✅ Replit (covered)
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- ✅ Devin (covered)
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### Major Gaps:
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- ❌ AWS ecosystem (CodeWhisperer/Q)
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- ❌ Google ecosystem (Gemini Code Assist)
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- ❌ JetBrains ecosystem (JetBrains AI)
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- ❌ Open source leaders (Continue.dev, Codeium free)
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- ❌ Privacy-focused (Tabnine private)
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- ❌ Enterprise alternatives (Sourcegraph Cody)
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**Estimated Missing Market Share:** ~40-50% of AI coding tool users
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---
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## 🔍 How to Obtain Prompts
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### Documented Tools:
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Most tools now document their prompts publicly or via:
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- GitHub repositories (open source)
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- Developer documentation
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- Community reverse engineering
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- Official blog posts
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### Private Tools:
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For enterprise tools:
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- Request access as developer
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- Community contributions
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- Official partnerships
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---
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## 💡 Contribution Guidelines
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To add a missing tool:
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1. **Create directory:** `ToolName/`
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2. **Add files:**
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- `Prompt.txt` - System prompt
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- `Tools.json` - Tool definitions (if applicable)
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- `README.md` - Tool description, version, date
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3. **Update main README.md** with tool entry
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4. **Update COMPARISON.md** with tool details
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---
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## 🚀 Call for Contributions
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**If you have access to prompts from these tools, please contribute!**
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Priority contributions:
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1. AWS CodeWhisperer/Q Developer system prompts
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2. Tabnine enterprise prompts
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3. Codeium system instructions
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4. Sourcegraph Cody prompts
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5. JetBrains AI instructions
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---
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## 📅 Review Schedule
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This list should be reviewed:
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- **Monthly:** Add newly launched tools
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- **Quarterly:** Reassess priorities
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- **Annually:** Remove defunct tools, update categories
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---
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*Last Updated: October 2, 2025*
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*Tools on this list: 22*
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*Critical priority: 10*
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*Medium priority: 7*
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*Low priority: 5*
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