99 <a href =" ./CHANGELOG.md " ><img src =" https://img.shields.io/badge/Updated-Mar_9,_2026_·_v3.32.2-brightgreen?style=for-the-badge " alt =" Last Update " /></a >
1010 <a href =" ./quiz/ " ><img src =" https://img.shields.io/badge/Quiz-271_questions-orange?style=for-the-badge " alt =" Quiz " /></a >
1111 <a href =" ./examples/ " ><img src =" https://img.shields.io/badge/Templates-222-green?style=for-the-badge " alt =" Templates " /></a >
12- <a href =" ./guide/security-hardening.md " ><img src =" https://img.shields.io/badge/🛡️_Threat_DB-15_vulnerabilities_·_655_malicious_skills-red?style=for-the-badge " alt =" Threat Database " /></a >
12+ <a href =" ./guide/security/security -hardening.md " ><img src =" https://img.shields.io/badge/🛡️_Threat_DB-15_vulnerabilities_·_655_malicious_skills-red?style=for-the-badge " alt =" Threat Database " /></a >
1313 <a href =" ./mcp-server/ " ><img src =" https://img.shields.io/badge/MCP_Server-npx_ready-blueviolet?style=for-the-badge " alt =" MCP Server " /></a >
1414</p >
1515
3636| 🎨 ** Product Manager / Designer** | [ Vibe coding, working with AI-assisted dev teams →] ( docs/for-product-managers.md ) |
3737| ✍️ ** Writer / Ops / Manager** | [ Claude Cowork Guide (separate repo) →] ( https://github.com/FlorianBruniaux/claude-cowork-guide ) |
3838| 👨💻 ** Developer (all levels)** | You're in the right place — read on ↓ |
39- | 🧭 ** Career pivot / new AI role** | [ AI Roles & Career Paths →] ( guide/ai-roles.md ) |
39+ | 🧭 ** Career pivot / new AI role** | [ AI Roles & Career Paths →] ( guide/roles/ ai-roles.md ) |
4040
4141---
4242
@@ -218,7 +218,7 @@ graph LR
218218** Outcome** : Design your own workflows instead of copy-pasting blindly.
219219
220220** We teach how Claude Code works and why patterns matter** :
221- - [ Architecture] ( ./guide/architecture.md ) — Internal mechanics (context flow, tool orchestration, memory management)
221+ - [ Architecture] ( ./guide/core/ architecture.md ) — Internal mechanics (context flow, tool orchestration, memory management)
222222- [ Trade-offs] ( ./guide/ultimate-guide.md#when-to-use-what ) — Decision frameworks for agents vs skills vs commands
223223- [ Configuration Decision Guide] ( ./guide/ultimate-guide.md#27-configuration-decision-guide ) — Unified "which mechanism for what?" map across all 7 config layers
224224- [ Pitfalls] ( ./guide/ultimate-guide.md#common-mistakes ) — Common failure modes + prevention strategies
@@ -253,7 +253,7 @@ graph LR
253253- ** 655 malicious skills catalogued** — Unicode injection, hidden instructions, auto-execute patterns
254254- ** Production hardening workflows** — MCP vetting, injection defense, audit automation
255255
256- [ Threat Database →] ( ./machine-readable/threat-db.yaml ) | [ Security Guide →] ( ./guide/security-hardening.md )
256+ [ Threat Database →] ( ./machine-readable/threat-db.yaml ) | [ Security Guide →] ( ./guide/security/security -hardening.md )
257257
258258** What this means for you** : Vet MCP servers before trusting them, detect attack patterns in configs, comply with security audits.
259259
@@ -294,10 +294,10 @@ graph LR
294294** Outcome** : Maintain code quality while working with AI.
295295
296296Complete guides with rationale and examples:
297- - [ TDD] ( ./guide/methodologies.md#1-tdd-test-driven-development-with-claude ) — Test-Driven Development (Red-Green-Refactor with AI)
298- - [ SDD] ( ./guide/methodologies.md#2-sdd-specification-driven-development ) — Specification-Driven Development (Design before code)
299- - [ BDD] ( ./guide/methodologies.md#3-bdd-behavior-driven-development ) — Behavior-Driven Development (User stories → tests)
300- - [ GSD] ( ./guide/methodologies.md#gsd-get-shit-done ) — Get Shit Done (Pragmatic delivery)
297+ - [ TDD] ( ./guide/core/ methodologies.md#1-tdd-test-driven-development-with-claude ) — Test-Driven Development (Red-Green-Refactor with AI)
298+ - [ SDD] ( ./guide/core/ methodologies.md#2-sdd-specification-driven-development ) — Specification-Driven Development (Design before code)
299+ - [ BDD] ( ./guide/core/ methodologies.md#3-bdd-behavior-driven-development ) — Behavior-Driven Development (User stories → tests)
300+ - [ GSD] ( ./guide/core/ methodologies.md#gsd-get-shit-done ) — Get Shit Done (Pragmatic delivery)
301301
302302** What this means for you** : Choose the right workflow for your team culture, integrate AI into existing processes, avoid technical debt from AI over-reliance.
303303
@@ -342,7 +342,7 @@ Systematic assessment of external resources (5-point scoring):
3423422 . [ Essential Commands] ( ./guide/ultimate-guide.md#13-essential-commands ) — The 7 commands
3433433 . [ Context Management] ( ./guide/ultimate-guide.md#22-context-management ) — Critical concept
3443444 . [ Memory Files] ( ./guide/ultimate-guide.md#31-memory-files-claudemd ) — Your first CLAUDE.md
345- 5 . [ Learning with AI] ( ./guide/learning-with-ai.md ) — Use AI without becoming dependent ⭐
345+ 5 . [ Learning with AI] ( ./guide/roles/ learning-with-ai.md ) — Use AI without becoming dependent ⭐
3463466 . [ TDD Workflow] ( ./guide/workflows/tdd-with-claude.md ) — Test-first development
3473477 . [ Cheat Sheet] ( ./guide/cheatsheet.md ) — Print this
348348
@@ -353,7 +353,7 @@ Systematic assessment of external resources (5-point scoring):
353353
3543541 . [ Core Concepts] ( ./guide/ultimate-guide.md#2-core-concepts ) — Mental model
3553552 . [ Plan Mode] ( ./guide/ultimate-guide.md#23-plan-mode ) — Safe exploration
356- 3 . [ Methodologies] ( ./guide/methodologies.md ) — TDD, SDD, BDD reference
356+ 3 . [ Methodologies] ( ./guide/core/ methodologies.md ) — TDD, SDD, BDD reference
3573574 . [ Agents] ( ./guide/ultimate-guide.md#4-agents ) — Custom AI personas
3583585 . [ Hooks] ( ./guide/ultimate-guide.md#7-hooks ) — Event automation
3593596 . [ CI/CD Integration] ( ./guide/ultimate-guide.md#93-cicd-integration ) — Pipelines
@@ -364,11 +364,11 @@ Systematic assessment of external resources (5-point scoring):
364364<summary ><strong >Power User</strong > — Comprehensive path (8 steps)</summary >
365365
3663661 . [ Complete Guide] ( ./guide/ultimate-guide.md ) — End-to-end
367- 2 . [ Architecture] ( ./guide/architecture.md ) — How Claude Code works
368- 3 . [ Security Hardening] ( ./guide/security-hardening.md ) — MCP vetting, injection defense
367+ 2 . [ Architecture] ( ./guide/core/ architecture.md ) — How Claude Code works
368+ 3 . [ Security Hardening] ( ./guide/security/security -hardening.md ) — MCP vetting, injection defense
3693694 . [ MCP Servers] ( ./guide/ultimate-guide.md#8-mcp-servers ) — Extended capabilities
3703705 . [ Trinity Pattern] ( ./guide/ultimate-guide.md#91-the-trinity ) — Advanced workflows
371- 6 . [ Observability] ( ./guide/observability.md ) — Monitor costs & sessions
371+ 6 . [ Observability] ( ./guide/ops/ observability.md ) — Monitor costs & sessions
3723727 . [ Agent Teams] ( ./guide/workflows/agent-teams.md ) — Multi-agent coordination (Opus 4.6 experimental)
3733738 . [ Examples] ( ./examples/ ) — Production templates
374374
@@ -380,18 +380,18 @@ Systematic assessment of external resources (5-point scoring):
380380** Product Manager** (5 steps):
3813811 . [ What's Inside] ( #-whats-inside ) — Scope overview
3823822 . [ Golden Rules] ( #-golden-rules ) — Key principles
383- 3 . [ Data Privacy] ( ./guide/data-privacy.md ) — Retention & compliance
384- 4 . [ Adoption Approaches] ( ./guide/adoption-approaches.md ) — Team strategies
383+ 3 . [ Data Privacy] ( ./guide/security/ data-privacy.md ) — Retention & compliance
384+ 4 . [ Adoption Approaches] ( ./guide/roles/ adoption-approaches.md ) — Team strategies
3853855 . [ PM FAQ] ( ./guide/ultimate-guide.md#can-product-managers-use-claude-code ) — Code-adjacent vs non-coding PMs
386386
387387** Note** : Non-coding PMs should consider [ Claude Cowork Guide] ( https://github.com/FlorianBruniaux/claude-cowork-guide ) instead.
388388
389389** DevOps / SRE** (5 steps):
390- 1 . [ DevOps & SRE Guide] ( ./guide/devops-sre.md ) — FIRE framework
391- 2 . [ K8s Troubleshooting] ( ./guide/devops-sre.md#kubernetes-troubleshooting ) — Symptom-based prompts
392- 3 . [ Incident Response] ( ./guide/devops-sre.md#pattern-incident-response ) — Workflows
393- 4 . [ IaC Patterns] ( ./guide/devops-sre.md#pattern-infrastructure-as-code ) — Terraform, Ansible
394- 5 . [ Guardrails] ( ./guide/devops-sre.md#guardrails--adoption ) — Security boundaries
390+ 1 . [ DevOps & SRE Guide] ( ./guide/ops/ devops-sre.md ) — FIRE framework
391+ 2 . [ K8s Troubleshooting] ( ./guide/ops/ devops-sre.md#kubernetes-troubleshooting ) — Symptom-based prompts
392+ 3 . [ Incident Response] ( ./guide/ops/ devops-sre.md#pattern-incident-response ) — Workflows
393+ 4 . [ IaC Patterns] ( ./guide/ops/ devops-sre.md#pattern-infrastructure-as-code ) — Terraform, Ansible
394+ 5 . [ Guardrails] ( ./guide/ops/ devops-sre.md#guardrails--adoption ) — Security boundaries
395395
396396** Product Designer** (5 steps):
3973971 . [ Working with Images] ( ./guide/ultimate-guide.md#24-working-with-images ) — Image analysis
@@ -610,7 +610,7 @@ claude plugin install session-summary@florian-claude-tools
610610
611611** Community** : 🇫🇷 [ Dev With AI] ( https://www.devw.ai/ ) — 1500+ devs on Slack, meetups in Paris, Bordeaux, Lyon
612612
613- → ** [ AI Ecosystem Guide] ( ./guide/ai-ecosystem.md ) ** — Complete integration patterns with complementary AI tools
613+ → ** [ AI Ecosystem Guide] ( ./guide/ecosystem/ ai-ecosystem.md ) ** — Complete integration patterns with complementary AI tools
614614
615615---
616616
@@ -646,10 +646,10 @@ claude plugin install session-summary@florian-claude-tools
646646
647647| Resource | Purpose | Time |
648648| ----------| ---------| ------|
649- | ** [ Security Hardening Guide] ( ./guide/security-hardening.md ) ** | MCP vetting, injection defense, audit workflow | 25 min |
650- | ** [ Data Privacy Guide] ( ./guide/data-privacy.md ) ** | Retention policies (5yr → 30d → 0), GDPR compliance | 10 min |
651- | ** [ Sandbox Isolation] ( ./guide/sandbox-isolation.md ) ** | Docker sandboxes for untrusted MCP servers | 10 min |
652- | ** [ Production Safety] ( ./guide/production-safety.md ) ** | Infrastructure locks, port stability, DB safety | 20 min |
649+ | ** [ Security Hardening Guide] ( ./guide/security/security -hardening.md ) ** | MCP vetting, injection defense, audit workflow | 25 min |
650+ | ** [ Data Privacy Guide] ( ./guide/security/ data-privacy.md ) ** | Retention policies (5yr → 30d → 0), GDPR compliance | 10 min |
651+ | ** [ Sandbox Isolation] ( ./guide/security/ sandbox-isolation.md ) ** | Docker sandboxes for untrusted MCP servers | 10 min |
652+ | ** [ Production Safety] ( ./guide/security/ production-safety.md ) ** | Infrastructure locks, port stability, DB safety | 20 min |
653653
654654### Security Commands
655655
@@ -683,7 +683,7 @@ claude plugin install session-summary@florian-claude-tools
6836834 . ** Testing** : Isolated Docker sandbox first, monitor tool calls
6846845 . ** Monitoring** : Session logs, error tracking, regular re-audits
685685
686- ** [ Full MCP Security Workflow →] ( ./guide/security-hardening.md#vetting-mcp-servers ) **
686+ ** [ Full MCP Security Workflow →] ( ./guide/security/security -hardening.md#vetting-mcp-servers ) **
687687
688688---
689689
@@ -731,20 +731,20 @@ Use this guide critically. Experiment. Share what works for you.
731731| ------| ---------| ------|
732732| ** [ Ultimate Guide] ( ./guide/ultimate-guide.md ) ** | Complete reference (20K+ lines), 10 sections | 30-40h (full) • Most consult sections |
733733| ** [ Cheat Sheet] ( ./guide/cheatsheet.md ) ** | 1-page printable reference | 5 min |
734- | ** [ Visual Reference] ( ./guide/visual-reference.md ) ** | 20 ASCII diagrams for key concepts | 5 min |
735- | ** [ Architecture] ( ./guide/architecture.md ) ** | How Claude Code works internally | 25 min |
736- | ** [ Methodologies] ( ./guide/methodologies.md ) ** | TDD, SDD, BDD reference | 20 min |
734+ | ** [ Visual Reference] ( ./guide/core/ visual-reference.md ) ** | 20 ASCII diagrams for key concepts | 5 min |
735+ | ** [ Architecture] ( ./guide/core/ architecture.md ) ** | How Claude Code works internally | 25 min |
736+ | ** [ Methodologies] ( ./guide/core/ methodologies.md ) ** | TDD, SDD, BDD reference | 20 min |
737737| ** [ Workflows] ( ./guide/workflows/ ) ** | Practical guides (TDD, Plan-Driven, Task Management) | 30 min |
738- | ** [ Data Privacy] ( ./guide/data-privacy.md ) ** | Retention & compliance | 10 min |
739- | ** [ Security Hardening] ( ./guide/security-hardening.md ) ** | MCP vetting, injection defense | 25 min |
740- | ** [ Sandbox Isolation] ( ./guide/sandbox-isolation.md ) ** | Docker Sandboxes, cloud alternatives, safe autonomy | 10 min |
741- | ** [ Production Safety] ( ./guide/production-safety.md ) ** | Port stability, DB safety, infrastructure lock | 20 min |
742- | ** [ DevOps & SRE] ( ./guide/devops-sre.md ) ** | FIRE framework, K8s troubleshooting, incident response | 30 min |
743- | ** [ AI Ecosystem] ( ./guide/ai-ecosystem.md ) ** | Complementary AI tools & integration patterns | 20 min |
744- | ** [ AI Traceability] ( ./guide/ai-traceability.md ) ** | Code attribution & provenance tracking | 15 min |
745- | ** [ Search Tools Cheatsheet] ( ./guide/search-tools- cheatsheet.md ) ** | Grep, Serena, ast-grep, grepai comparison | 5 min |
746- | ** [ Learning with AI] ( ./guide/learning-with-ai.md ) ** | Use AI without becoming dependent | 15 min |
747- | ** [ Claude Code Releases] ( ./guide/claude-code-releases.md ) ** | Official release history | 10 min |
738+ | ** [ Data Privacy] ( ./guide/security/ data-privacy.md ) ** | Retention & compliance | 10 min |
739+ | ** [ Security Hardening] ( ./guide/security/security -hardening.md ) ** | MCP vetting, injection defense | 25 min |
740+ | ** [ Sandbox Isolation] ( ./guide/security/ sandbox-isolation.md ) ** | Docker Sandboxes, cloud alternatives, safe autonomy | 10 min |
741+ | ** [ Production Safety] ( ./guide/security/ production-safety.md ) ** | Port stability, DB safety, infrastructure lock | 20 min |
742+ | ** [ DevOps & SRE] ( ./guide/ops/ devops-sre.md ) ** | FIRE framework, K8s troubleshooting, incident response | 30 min |
743+ | ** [ AI Ecosystem] ( ./guide/ecosystem/ ai-ecosystem.md ) ** | Complementary AI tools & integration patterns | 20 min |
744+ | ** [ AI Traceability] ( ./guide/ops/ ai-traceability.md ) ** | Code attribution & provenance tracking | 15 min |
745+ | ** [ Search Tools Cheatsheet] ( ./guide/cheatsheet.md ) ** | Grep, Serena, ast-grep, grepai comparison | 5 min |
746+ | ** [ Learning with AI] ( ./guide/roles/ learning-with-ai.md ) ** | Use AI without becoming dependent | 15 min |
747+ | ** [ Claude Code Releases] ( ./guide/core/ claude-code-releases.md ) ** | Official release history | 10 min |
748748
749749<details >
750750<summary ><strong >Examples Library</strong > (176 templates)</summary >
@@ -830,7 +830,7 @@ See [CONTRIBUTING.md](./CONTRIBUTING.md) for guidelines.
830830
831831### This Guide
832832- ** [ CHANGELOG] ( ./CHANGELOG.md ) ** — Guide version history (what's new in each release)
833- - [ Claude Code Releases] ( ./guide/claude-code-releases.md ) — Official Claude Code release tracking
833+ - [ Claude Code Releases] ( ./guide/core/ claude-code-releases.md ) — Official Claude Code release tracking
834834
835835### Official Resources
836836- [ Claude Code CLI] ( https://code.claude.com ) — Official website
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