V3.0 Desktop Agent upgrade

Gave it a major overhaul. Fixed broken tests - missing variables. Took off some stupid veto on "low-fidelity inputs" that Jules put in.

Added full desktop agentic features.

Enjoy - and please we need contributors and people opening issues. I'm one man and I'm doing this for free.

~ Mohamad Al-Zawahreh

V2.0 - Sovereign

What's Changed

• DEPLOYING MATHEMATICAL CORE: Remember Me AI (CSNP Kernel) by @google-labs-jules[bot] in #1
• docs: Harmonize README with v1.0.0 Architecture by @merchantmoh-debug in #3
• feat: The Disruption Update (v1.1) by @merchantmoh-debug in #4
• ⚡ Bolt/Sentinel: Startup Optimization & Input Hardening by @google-labs-jules[bot] in #5
• ⚡ Bolt: Optimize Wasserstein Metric with Softmax for M=1 by @google-labs-jules[bot] in #6
• feat(ux): add interactive cognitive shell and persistence by @merchantmoh-debug in #7
• feat(ai): add local LLM integration and tool arsenal by @merchantmoh-debug in #8
• feat(release): remember-me v2.1 "Sovereign Cognitive Platform" by @merchantmoh-debug in #9
• feat(gui): add Sovereign Cognitive Interface (GUI) and Self-Awareness… by @merchantmoh-debug in #10
• feat(agent): add Sovereign Agent Orchestrator for multi-tool reasoning by @merchantmoh-debug in #11
• ⚡ Bolt: IntegrityChain O(1) verification and lazy tree rebuild by @google-labs-jules[bot] in #12
• ⚡ Bolt: Optimize SovereignAgent Intent Detection & Sandbox by @google-labs-jules[bot] in #13
• ⚡ Bolt: Optimize CSNP compression to O(N) by @google-labs-jules[bot] in #15
• ⚡ Bolt: Optimize CSNP memory compression by @google-labs-jules[bot] in #14
• docs: fix mermaid diagram syntax error in README by @merchantmoh-debug in #16
• ⚡ Bolt: Agent & Startup Optimizations by @google-labs-jules[bot] in #17
• ⚡ Bolt: Optimize SovereignAgent intent detection and sandbox by @google-labs-jules[bot] in #18
• ⚡ Bolt: Zero-Allocation CSNP Memory Bank by @google-labs-jules[bot] in #19
• ⚡ Bolt: Optimize Intent Regex and CSNP Tensor Ops by @google-labs-jules[bot] in #20
• ⚡ Bolt: Incremental Norm Optimization in CSNP by @google-labs-jules[bot] in #21
• ⚡ Bolt: Optimize LocalEmbedder startup latency by @google-labs-jules[bot] in #22
• ⚡ Bolt: Core Optimizations (Cache, Regex, Norms) by @google-labs-jules[bot] in #23
• ⚡ Bolt: Zero-Allocation Identity Normalization by @google-labs-jules[bot] in #24
• ⚡ Bolt: Expand lazy loading & fix agent context flow by @google-labs-jules[bot] in #25
• Feature/sovereign stack v2 by @merchantmoh-debug in #26
• ⚡ Bolt: Optimized CSNP Context Retrieval (O(1) Verification) by @google-labs-jules[bot] in #27
• Feature - Sovereign-stack-v2 by @merchantmoh-debug in #28
• Merge pull request #28 from merchantmoh-debug/main by @merchantmoh-debug in #29

New Contributors

• @google-labs-jules[bot] made their first contribution in #1
• @merchantmoh-debug made their first contribution in #3

Full Changelog: v1.0.0...v2.0

v1.0.0: Context Retention Engine Live

The wait is over. The AI that remembers is here.

• Core Context Bridge implemented
• Latent Space Persistence Module active
• Local deployment ready.