chore: consolidate IDEAS.md and bump version to 3.3.1
- IDEAS.md: Reduce from 12 to 4 actionable research topics - Unified "MCP Security Hardening" (merged 3 overlapping topics) - Expanded Discarded section (3 → 16 entries with justifications) - Technical writer agent validation against reference.yaml - Version bump: 3.3.0 → 3.3.1 across all docs Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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CHANGELOG.md
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CHANGELOG.md
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@ -6,6 +6,23 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
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## [Unreleased]
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## [3.3.1] - 2026-01-14
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### Changed
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- **IDEAS.md** - Consolidated and curated research topics
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- High Priority: Unified "MCP Security Hardening" (merged 3 overlapping topics)
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- Medium Priority: Kept CI/CD Workflows Gallery + MCP Server Catalog
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- Lower Priority: CLAUDE.md Patterns Library (templates by stack)
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- Discarded: Added 6 topics already covered in guide (prompt engineering, context optimization, task decomposition, agent architecture, case studies, tool comparisons)
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- Technical writer agent validation of all ideas against reference.yaml
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### Stats
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- IDEAS.md reduced from 12 research topics to 4 actionable items
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- Discarded section expanded from 3 to 16 entries with clear justifications
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- Focus on actionable research vs theoretical exploration
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---
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## [3.3.0] - 2026-01-14
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### Added - LLM Handbook Integration + Google Agent Whitepaper
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IDEAS.md
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IDEAS.md
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# Ideas to Dig
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> Research topics for future guide improvements. Curated and validated.
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## High Priority
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### MCP Security Hardening
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Unified security research covering MCP vulnerabilities, prompt injection, and secret detection.
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**Topics:**
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- Real-world Tool Shadowing and Confused Deputy incidents
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- Prompt injection bypass techniques (Unicode, encoding, obfuscation)
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- Secret detection regex patterns (compare GitHub, Gitleaks, TruffleHog)
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- Supply chain risks in MCP server ecosystem
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**Perplexity Query:**
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```
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MCP Model Context Protocol security vulnerabilities 2024-2025:
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- Tool shadowing attacks
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- Prompt injection bypass techniques for coding assistants
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- Secret detection regex patterns comparison (GitHub vs Gitleaks vs TruffleHog)
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Include real incidents if documented.
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```
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---
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## Medium Priority
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### CI/CD Workflows Gallery
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Concrete GitHub Actions examples for Claude Code integration.
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**Topics:**
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- Automated PR review workflows
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- Test generation pipelines
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- Cost optimization patterns for API calls in CI
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- Pre-commit hooks integration
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**Perplexity Query:**
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```
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GitHub Actions workflows for AI coding assistants 2024-2025:
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- Automated code review with Claude/GPT
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- Cost optimization for API calls in CI/CD
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- Real examples from open source projects
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```
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### MCP Server Catalog
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Exhaustive list of MCP servers with real-world use cases.
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**Topics:**
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- Available servers by category (dev tools, databases, APIs)
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- Performance benchmarks vs native tools
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- Security trust levels per server
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- Custom server development patterns
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**Perplexity Query:**
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```
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MCP Model Context Protocol servers catalog 2024-2025:
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- Most useful servers for developers
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- Performance comparison MCP vs native tools
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- How to build custom MCP servers
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```
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---
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## Lower Priority
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### CLAUDE.md Patterns Library
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Stack-specific templates for common project types.
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**Topics:**
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- React/Next.js optimized configurations
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- Python/FastAPI patterns
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- Go project conventions
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- Monorepo configurations
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**Perplexity Query:**
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```
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CLAUDE.md configuration examples by framework:
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- React, Next.js, Vue patterns
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- Python, FastAPI, Django patterns
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- Best practices from GitHub repositories
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```
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---
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## Discarded Ideas
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| Idea | Reason Discarded |
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|------|------------------|
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| LLM Fine-tuning guide | Out of scope - users don't control model training |
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| Model architecture internals | Too theoretical, not actionable |
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| Token pricing optimization | Changes too frequently, use official docs |
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| A2A Protocol (Agent-to-Agent) | Claude Code is single-agent with sub-agents, not true multi-agent |
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| AgentOps Enterprise Dashboard | Infrastructure doesn't exist for CLI tool |
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| LLM-as-a-Judge evaluation | Overkill for CLI, adds latency without proportional value |
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| Decision Trajectory logging | No access to internal traces (black box) |
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| 4 Pillars formal framework | Too academic - guide already covers symptoms pragmatically |
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| Canary/Blue-Green deployments | Infrastructure patterns, not relevant for CLI |
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| Memory Poisoning defenses | Theoretical risk requiring prior system compromise |
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| Prompt Engineering for Code Gen | Already well covered (xml_prompting, prompt_formula) |
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| Context Window Optimization | Already well covered (context_management, context_triage) |
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| Task Decomposition Patterns | Covered via plan_mode, interaction_loop |
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| Agent Architecture Comparisons | Out of scope - not multi-agent theory |
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| Real-World Case Studies | Non-verifiable metrics, marketing-prone |
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| Comparison with Other Tools | Out of scope, rapid obsolescence |
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---
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## Contributing
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Found something interesting? Add it with:
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1. Topic name and why it matters
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2. Specific research questions
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3. Perplexity query to start
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@ -517,7 +517,7 @@ If this guide saved you time, helped you master Claude Code, or inspired your wo
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---
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*Version 3.3.0 | January 2026 | Crafted with Claude*
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*Version 3.3.1 | January 2026 | Crafted with Claude*
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<!-- SEO Keywords -->
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<!-- claude code, claude code tutorial, anthropic cli, ai coding assistant, claude code mcp,
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@ -6,7 +6,7 @@
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**Written with**: Claude (Anthropic)
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**Version**: 3.2.0 | **Last Updated**: January 2026
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**Version**: 3.3.1 | **Last Updated**: January 2026
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---
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**Last updated**: January 2026
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**Version**: 3.2.0
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**Version**: 3.3.1
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---
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