Roadmap

Adaptive Enforcement Lab is actively building. Here's what's shipped and what's coming.

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Recently Shipped

Major Content Release (January 2026)

Comprehensive Security & DevOps Content Pipeline

Enforce Section

4-Phase SDLC Hardening Checklist - Complete implementation roadmap

• ✅ Phase 1: Foundation - Pre-commit hooks, branch protection
• ✅ Phase 2: Automation - CI gates, SBOM, vulnerability scanning, evidence collection
• ✅ Phase 3: Runtime - Kyverno policies, pod security standards, advanced policies
• ✅ Phase 4: Advanced - Audit evidence, compliance frameworks, simulation

Policy Template Library - Production-ready templates

• ✅ Kyverno Templates - Pod security, image validation, resource limits, mandatory labels
• ✅ OPA Templates - Admission control patterns
• ✅ CI/CD Integration - GitHub Actions integration guide
• ✅ Usage Guide - Implementation and customization guide

Incident Readiness - Playbook foundation

• ✅ Playbook Library - Decision trees, severity levels, response patterns

Secure Section

Cloud Native Security - GKE hardening and Workload Identity

• ✅ GKE Hardening (17 guides)
  • Cluster Configuration: Private clusters, Workload Identity, Binary Authorization
  • IAM Configuration: Least-privilege roles, federation, audit logging
  • Network Security: VPC-native, network policies, Private Service Connect, Cloud Armor
  • Runtime Security: Pod Security Standards, admission controllers, monitoring
• ✅ Workload Identity (6 guides) - Setup, migration, troubleshooting

Security Culture Transformation

• ✅ Tactical Playbook (9 guides)
  • Shift Left: Pre-commit & IDE, Automated reviews
  • Make Visible: Scorecards & Dashboards, Notifications & Badges
  • Reduce Toil: Automation tools
  • Build Champions: Champions Program, Recognition & Rewards, Career Growth

Risk Management for Engineers

• ✅ Engineer Framework (8 guides) - Risk assessment, CVSS interpretation, exploitability analysis, blast radius, decision trees, real-world scenarios

Patterns Section

Reliability Patterns

• ✅ Chaos Engineering (12 guides)
  • Tools comparison, blast radius control, validation patterns
  • Experiment design: hypothesis, success criteria, SLI monitoring
  • Pod, network, resource, dependency experiments
  • Operations and observability

Security Patterns

• ✅ Secure-by-Design (6 guides)
  • Zero trust, defense in depth, least privilege, fail secure
  • End-to-end integration example with security audit checklist

Architecture Patterns

• ✅ Strangler Fig Pattern - Platform component replacement, compatibility layers, validation/rollback

Error Handling

• ✅ Prerequisite Checks - Ordering patterns, implementation, anti-patterns

Tactical Blog Posts

Real-World Implementation Stories (5 new posts)

• ✅ The Checklist That Passed the Audit - SDLC hardening journey
• ✅ The Policy That Wrote Itself - Policy-as-code evolution
• ✅ The 3AM Incident That Followed the Playbook - Incident response validation
• ✅ The GKE Cluster Nobody Could Break - GKE hardening results
• ✅ The CVE That Didn't Matter - Risk-informed decision making

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In Progress

Claude Code Skills Marketplace

Building automated skill generation pipeline to package AEL patterns as reusable Claude Code skills:

• 🔄 Automated skill generator from pattern articles (#194, #198)
• 🔄 Multi-skill marketplace structure (#195)
• 🔄 Pattern-based skills: Fail Fast, Prerequisite Checks, Idempotency, Work Avoidance
• 🔄 Enforcement skills: Pre-commit hooks, policy-as-code, CI gates
• 🔄 Build skills: Release pipelines, versioned docs, CLI architecture

Community Hub

A dedicated space to connect with security practitioners:

• Newsletter for tactical updates
• Discord for real-time discussion
• Contribution guidelines for the community

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Planned

Content Enhancements

Work Avoidance Deep Dive (#55)

• Matrix filtering patterns
• Deduplication strategies
• Cache-based skip patterns
• Performance optimization techniques

Social Media Automation (#31)

• LinkedIn cross-posting workflow
• Medium distribution integration
• Automated content syndication

Visual Content

Intro Video/Trailer (#5)

A short trailer explaining who we are and why enforcement matters.

Homepage Improvements

Call-to-Action Blocks (#1)

• Newsletter signup
• Discord invite
• GitHub stars
• RSS feed subscription

Community Features

Connect Page (#3)

• Community channels (Discord, GitHub Discussions)
• Newsletter signup
• Contribution guidelines
• Contact information

Infrastructure

Dependency Dashboard (#12)

• Automated dependency updates
• Vulnerability scanning
• Update tracking

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Get Involved

Want to contribute or suggest content?

• GitHub - Open issues, PRs welcome
• Watch this space for community channels

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