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Symptom
Release Readiness (non-required lane) has been failing repo-wide since ~2026-06-12 08:23 CT on:
FAILED tests/test_handlers_system.py::TestPostHandler::test_no_handle_post_defined
AssertionError: ...
Problem
Some important operating instructions currently live outside the repository or only in ad-hoc conversation context. This
makes future AI sessions inconsistent: a session may not know the intended ...
🎯 Objective
Create comprehensive documentation and user onboarding materials for Remember-Me deployment.
📋 Documentation Tasks
- [ ] Update installation guide with production setup
- [ ] Create ...
deployment
documentation
onboarding
user-experience
🎯 Objective
Prepare Telegram bot interface for production deployment with proper security and scalability.
📋 Tasks
- [ ] Set up production Telegram bot with BotFather
- [ ] Implement secure token ...
bot
deployment
security
telegram
🎯 Objective
Validate Coherent State Network Protocol (CSNP) memory system for production workloads.
📋 Tasks
- [ ] Stress test CSNP memory management
- [ ] Validate Wasserstein-optimized eviction ...
csnp
deployment
memory
performance
🎯 Objective
Plan and implement web3/blockchain integration for decentralized governance features.
🔗 Integration Opportunities
- [ ] Solana program deployment for on-chain governance
- [ ] MetaMask ...
blockchain
deployment
enhancement
future
web3
🎯 Objective
Optimize and prepare the brain engine (Qwen/Llama) for production deployment.
📋 Tasks
- [ ] Optimize model loading and inference speed
- [ ] Implement model quantization for reduced ...
brain-engine
deployment
high-priority
optimization
🎯 Objective
Set up automated deployment pipeline for Remember-Me v3.0 sovereign AI system.
📋 Tasks
- [ ] Create Docker containerization for brain engine
- [ ] Set up CI/CD pipeline with GitHub Actions ...
deployment
high-priority
infrastructure
🎯 Objective
Comprehensive testing of desktop automation layer across different operating systems.
📋 Tasks
- [ ] Test system actions (sleep/shutdown/restart) on Windows/Linux/macOS
- [ ] Validate ...
cross-platform
deployment
desktop
testing
🎯 Objective
Implement security hardening and validate governance mechanisms before production.
📋 Tasks
- [ ] Audit VetoCircuit implementation for security vulnerabilities
- [ ] Validate SignalGate ...
critical
deployment
governance
security

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