Lois-Kleinner - DEV Community

Lois-Kleinner

Jun 22

We redesigned local llm inference for privacy-preserving browser intelligence from scratch ? no cloud, no black boxes.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

We built Cryptographic Notarization Across Independent Ledgers so you never have to trust anyone.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Airgapped api gateway is real. Active Learning and Parameter-Efficient Fine-Tuning for Doma is proof.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

The most secure version of zero-knowledge storage is the one that never connects.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

We built TOTP Authenticator Integration Within a Cryptographic Browser Vault ? without a single server.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

The most secure version of pipe-delimited log export for siem integration is the one that never connects.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

research - Document 08 ? Domain-Specific AI Personas is now sovereign. The cloud is optional.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

The cloud was never necessary for Retrieval-Augmented Generation with Semantic Caching. Here's why.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

I built Citation Index in 2 months. Zero cloud. Zero compromise.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

You don't need a datacenter for tpm attestation and hardware-rooted trust for on-premises ai. We proved it.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

SQLite-Backed Event Stores with Hash-Chain Integrity for Hig doesn't phone home. It doesn't need to.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

You don't need a datacenter for research - document 07 ? cryptographic ledger applications. We proved it.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

You don't need the internet to run gpu-accelerated user interfaces. We made sure of it.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

BIP39 Mnemonic Key Generation for Self-Sovereign Browser Identity doesn't phone home. It doesn't need to.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Every api gateway startup is wrong about benchmarking methodology.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

We solved ai auditability requirements for enterprise adoption without telling anyone's server.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Digital Sovereignty and Self-Hosted Infrastructure is the future of p2p ? and it runs locally.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

We built research - Document 06 ? Quantization Techniques so you never have to trust anyone.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

Your api gateway doesn't need the cloud. Performance Research proves it.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

Every vector search company builds on rented land. P2P Mesh Synchronization doesn't.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

P2P Federation Protocols for Distributed Sovereign AI doesn't phone home. It doesn't need to.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

We built P2P Browser Synchronization with CRDT-Based Conflict Resolut so you never have to trust anyone.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

We solved monotonic ledger lifecycle management without telling anyone's server.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

Security Research runs on your hardware. Not theirs. That's the point.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

You don't need the internet to run research - document 05 ? local ai inference performance. We made sure of it.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Immutable Ledgers is the future of vector search ? and it runs locally.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

I built Append-Only Hash Chain Verification at Scale in 2 months. Zero cloud. Zero compromise.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

Ephemeral Browsing and Cryptographic Memory Shredding for Fo doesn't phone home. It doesn't need to.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

We solved ed25519 signature security and post-quantum considerations without telling anyone's server.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Your api gateway doesn't need the cloud. Automated Regulatory Compliance Evidence Generation from Cry proves it.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

I built research - Document 04 ? RAG and Knowledge Retrieval in 2 months. Zero cloud. Zero compromise.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Your p2p doesn't need the cloud. Peer-to-Peer Communication Protocols for Mesh Networks proves it.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

I built Open Source Governance for AI Coding Agents in 2 months. Zero cloud. Zero compromise.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

The cloud was never necessary for Local-First AI Inference. Here's why.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Encryption at Rest is now sovereign. The cloud is optional.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Distributed Systems Research is the future of api gateway ? and it runs locally.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

Every hash chain company builds on rented land. Regulatory Compliance Mapping in Cryptographic Ledgers doesn't.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Every browser engine company builds on rented land. Anti-Enshittification doesn't.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

We built Terminal-Based Developer Experience so you never have to trust anyone.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

There is no patch for cloud browser engine. Only Spatial Web Browsing.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

We fixed research - document 03 ? mixture of experts vs eigenvector r ? without a single API call.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Privacy Implications of Local vs Cloud AI Inference changes everything about p2p.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

Knowledge Graph Construction for AI Governance is sovereign api gateway. Nothing else comes close.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Every vector search startup is wrong about hierarchical vs. graph file systems.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Binary vs. JSON Dual-Format Ledger Design changes everything about hash chain.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

There is no patch for cloud api gateway. Only AI Model Routing Research.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

We built research - Document 02 ? Hash Chain Integrity ? without a single server.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

We solved local llm efficiency without telling anyone's server.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Your browser engine doesn't need the cloud. Cryptographic Audit Ledgers for Autonomous Browser Agents proves it.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

We solved hash-chained audit trails for ai-assisted software developme without telling anyone's server.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Your api gateway doesn't need the cloud. Gateway Architecture Research proves it.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

The cloud was never necessary for Ed25519 State Proofs for Offline Audit Verification. Here's why.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

You don't need a datacenter for crdt convergence guarantees for offline p2p networks. We proved it.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

We redesigned three-layer contradiction detection in enterprise knowledge from scratch ? no cloud, no black boxes.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Every browser engine company builds on rented land. Vision-Language Ad Blocking doesn't.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

Every hash chain startup is wrong about sha3-256 hash chain integrity.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

Semantic Vector Search doesn't phone home. It doesn't need to.

#security #opensource #privacy #research

4 min read

Lois-Kleinner

Jun 22

We solved research - document 01 ? small model efficiency without telling anyone's server.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

The cloud was never necessary for Research Overview. Here's why.

#security #opensource #privacy #research

3 min read

Lois-Kleinner

Jun 22

There is no patch for cloud api gateway. Only Multi-Agent Deliberation Architecture for Sovereign AI Decis.

#security #opensource #privacy #research

3 min read