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1. Aegis Aegis Public

   Runtime policy enforcement for AI agents. Cryptographic audit trail, human-in-the-loop approvals, kill switch. Zero code changes.

   TypeScript 476 46

2. Sovereign-OS Sovereign-OS Public

   Constitution-first AI orchestration: one Charter (YAML) defines mission, budget & rules. CEO plans → CFO approves → Ledger tracks every cent & token → Auditor scores. 16 workers, Stripe, MCP. Think…

   Python 92 13

3. BrewNet BrewNet Public

   Swift 10 5

4. Verifiable_agent Verifiable_agent Public

   SEVA: Self-Evolving Verification Agent with Process Reward for Fact Attribution FAGEN @ICML , AI4GOOD @ICML

   Python 4

5. thought-kv-hierarchy thought-kv-hierarchy Public

   Semantics-aware memory hierarchy for KV-cache in LLM reasoning. Offloads low-importance reasoning tokens from HBM to DDR instead of evicting them, preserving accuracy at reduced memory cost.

   Python 4

6. parallel-hybrid-retrieval parallel-hybrid-retrieval Public

   Parallelizing a hybrid sparse-dense retrieval pipeline for long-term AI agent memory with OpenMP. Features BM25 + HNSW fusion, SIMD/MaxScore optimizations, temporal partitioning (47x speedup), and …

   C++ 4 1