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Lois-Kleinner profile picture

Lois-Kleinner

a stupid developer

Joined Joined on 

Education

Murdoch University

Work

CXO

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

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

Comments
4 min read
We built Cryptographic Notarization Across Independent Ledgers so you never have to trust anyone.

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

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

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

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

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

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

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

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

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

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

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

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

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

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4 min read
I built Citation Index in 2 months. Zero cloud. Zero compromise.

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

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

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

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

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

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

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

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

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

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

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

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4 min read
Every api gateway startup is wrong about benchmarking methodology.

Every api gateway startup is wrong about benchmarking methodology.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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4 min read
Encryption at Rest is now sovereign. The cloud is optional.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Comments
4 min read
We solved local llm efficiency without telling anyone's server.

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

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

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

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

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

Comments
4 min read
Your api gateway doesn't need the cloud. Gateway Architecture Research proves it.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Comments
3 min read
The cloud was never necessary for Research Overview. Here's why.

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

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

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

Comments
3 min read
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