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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Florian BRUNIAUX 2026-01-14 21:12:04 +01:00
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## [Unreleased]
## [3.3.1] - 2026-01-14
### Changed
- **IDEAS.md** - Consolidated and curated research topics
- High Priority: Unified "MCP Security Hardening" (merged 3 overlapping topics)
- Medium Priority: Kept CI/CD Workflows Gallery + MCP Server Catalog
- Lower Priority: CLAUDE.md Patterns Library (templates by stack)
- Discarded: Added 6 topics already covered in guide (prompt engineering, context optimization, task decomposition, agent architecture, case studies, tool comparisons)
- Technical writer agent validation of all ideas against reference.yaml
### Stats
- IDEAS.md reduced from 12 research topics to 4 actionable items
- Discarded section expanded from 3 to 16 entries with clear justifications
- Focus on actionable research vs theoretical exploration
---
## [3.3.0] - 2026-01-14
### Added - LLM Handbook Integration + Google Agent Whitepaper

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# Ideas to Dig
> Research topics for future guide improvements. Curated and validated.
## High Priority
### MCP Security Hardening
Unified security research covering MCP vulnerabilities, prompt injection, and secret detection.
**Topics:**
- Real-world Tool Shadowing and Confused Deputy incidents
- Prompt injection bypass techniques (Unicode, encoding, obfuscation)
- Secret detection regex patterns (compare GitHub, Gitleaks, TruffleHog)
- Supply chain risks in MCP server ecosystem
**Perplexity Query:**
```
MCP Model Context Protocol security vulnerabilities 2024-2025:
- Tool shadowing attacks
- Prompt injection bypass techniques for coding assistants
- Secret detection regex patterns comparison (GitHub vs Gitleaks vs TruffleHog)
Include real incidents if documented.
```
---
## Medium Priority
### CI/CD Workflows Gallery
Concrete GitHub Actions examples for Claude Code integration.
**Topics:**
- Automated PR review workflows
- Test generation pipelines
- Cost optimization patterns for API calls in CI
- Pre-commit hooks integration
**Perplexity Query:**
```
GitHub Actions workflows for AI coding assistants 2024-2025:
- Automated code review with Claude/GPT
- Cost optimization for API calls in CI/CD
- Real examples from open source projects
```
### MCP Server Catalog
Exhaustive list of MCP servers with real-world use cases.
**Topics:**
- Available servers by category (dev tools, databases, APIs)
- Performance benchmarks vs native tools
- Security trust levels per server
- Custom server development patterns
**Perplexity Query:**
```
MCP Model Context Protocol servers catalog 2024-2025:
- Most useful servers for developers
- Performance comparison MCP vs native tools
- How to build custom MCP servers
```
---
## Lower Priority
### CLAUDE.md Patterns Library
Stack-specific templates for common project types.
**Topics:**
- React/Next.js optimized configurations
- Python/FastAPI patterns
- Go project conventions
- Monorepo configurations
**Perplexity Query:**
```
CLAUDE.md configuration examples by framework:
- React, Next.js, Vue patterns
- Python, FastAPI, Django patterns
- Best practices from GitHub repositories
```
---
## Discarded Ideas
| Idea | Reason Discarded |
|------|------------------|
| LLM Fine-tuning guide | Out of scope - users don't control model training |
| Model architecture internals | Too theoretical, not actionable |
| Token pricing optimization | Changes too frequently, use official docs |
| A2A Protocol (Agent-to-Agent) | Claude Code is single-agent with sub-agents, not true multi-agent |
| AgentOps Enterprise Dashboard | Infrastructure doesn't exist for CLI tool |
| LLM-as-a-Judge evaluation | Overkill for CLI, adds latency without proportional value |
| Decision Trajectory logging | No access to internal traces (black box) |
| 4 Pillars formal framework | Too academic - guide already covers symptoms pragmatically |
| Canary/Blue-Green deployments | Infrastructure patterns, not relevant for CLI |
| Memory Poisoning defenses | Theoretical risk requiring prior system compromise |
| Prompt Engineering for Code Gen | Already well covered (xml_prompting, prompt_formula) |
| Context Window Optimization | Already well covered (context_management, context_triage) |
| Task Decomposition Patterns | Covered via plan_mode, interaction_loop |
| Agent Architecture Comparisons | Out of scope - not multi-agent theory |
| Real-World Case Studies | Non-verifiable metrics, marketing-prone |
| Comparison with Other Tools | Out of scope, rapid obsolescence |
---
## Contributing
Found something interesting? Add it with:
1. Topic name and why it matters
2. Specific research questions
3. Perplexity query to start

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---
*Version 3.3.0 | January 2026 | Crafted with Claude*
*Version 3.3.1 | January 2026 | Crafted with Claude*
<!-- SEO Keywords -->
<!-- claude code, claude code tutorial, anthropic cli, ai coding assistant, claude code mcp,

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**Written with**: Claude (Anthropic)
**Version**: 3.2.0 | **Last Updated**: January 2026
**Version**: 3.3.1 | **Last Updated**: January 2026
---

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**Last updated**: January 2026
**Version**: 3.2.0
**Version**: 3.3.1
---